【NLP】特征提取: 广泛指南和 3 个操作教程 [Python、CNN、BERT]-CFANZ编程社区

Instance name	实例类别	vCPU 数	内存	Network Performance	存储	On-Demand Hourly Cost	Potential Effective Hourly Cost (Savings %)
c5.2xlarge	Compute optimized	8	4 GiB	Up to 10 Gigabit	EBS only	0.0484	0.0182 (62%)
c5.4xlarge	Compute optimized	16	2 GiB	Up to 25 Gigabit	EBS only	0.052	0.0194 (63%)
c5.large	Compute optimized	2	8 GiB	Up to 10 Gigabit	EBS only	0.0604	0.0227 (62%)
c5.xlarge	Compute optimized	4	0.5 GiB	Up to 5 Gigabit	EBS only	0.0049	0.0021 (58%)
c5a.2xlarge	Compute optimized	8	0.5 GiB	Up to 5 Gigabit	EBS only	0.0055	0.0021 (63%)
c5a.4xlarge	Compute optimized	16	0.5 GiB	Up to 5 Gigabit	EBS only	0.0061	0.0023 (63%)
c5a.8xlarge	Compute optimized	32	1 GiB	Up to 5 Gigabit	EBS only	0.0098	0.0041 (58%)
c5a.large	Compute optimized	2	1 GiB	Up to 5 Gigabit	EBS only	0.011	0.0041 (63%)
c5a.xlarge	Compute optimized	4	1 GiB	Up to 5 Gigabit	EBS only	0.0122	0.0046 (62%)
c5d.2xlarge	Compute optimized	8	2 GiB	Up to 5 Gigabit	EBS only	0.0196	0.0082 (58%)
c5d.4xlarge	Compute optimized	16	2 GiB	Up to 5 Gigabit	EBS only	0.022	0.0083 (62%)
c5d.large	Compute optimized	2	2 GiB	Up to 5 Gigabit	EBS only	0.0244	0.0092 (62%)
c5d.xlarge	Compute optimized	4	4 GiB	Up to 5 Gigabit	EBS only	0.0392	0.0164 (58%)
c5n.2xlarge	Compute optimized	8	4 GiB	Up to 5 Gigabit	EBS only	0.0439	0.0165 (62%)
c5n.4xlarge	Compute optimized	16	4 GiB	Up to 5 Gigabit	EBS only	0.0488	0.0183 (62%)
c5n.large	Compute optimized	2	8 GiB	Up to 5 Gigabit	EBS only	0.0784	0.0328 (58%)
c5n.xlarge	Compute optimized	4	4 GiB	Up to 10 Gigabit	EBS only	0.0816	0.0307 (62%)
c6g.2xlarge	Compute optimized	8	8 GiB	Up to 5 Gigabit	EBS only	0.0878	0.0330 (62%)
c6g.4xlarge	Compute optimized	16	4 GiB	Up to 10 Gigabit	EBS only	0.092	0.0346 (62%)
c6g.8xlarge	Compute optimized	32	8 GiB	Up to 10 Gigabit	EBS only	0.0968	0.0364 (62%)
c6g.large	Compute optimized	2	8 GiB	Up to 5 Gigabit	EBS only	0.0976	0.0367 (62%)
c6g.xlarge	Compute optimized	4	4 GiB	Up to 10 Gigabit	EBS only	0.102	0.0354 (65%)
c6gn.2xlarge	Compute optimized	8	4 GiB	Up to 12500 Megabit	EBS only	0.102	0.0371 (64%)
c6gn.4xlarge	Compute optimized	16	4 GiB	Up to 25 Gigabit	EBS only	0.104	0.0389 (63%)
c6gn.8xlarge	Compute optimized	32	8 GiB	Up to 10 Gigabit	EBS only	0.109	0.0410 (62%)
c6gn.large	Compute optimized	2	4 GiB	Up to 10 Gigabit	1 x 50 NVMe SSD	0.116	0.0411 (65%)
c6gn.medium	Compute optimized	1	16 GiB	Up to 10 Gigabit	EBS only	0.1208	0.0454 (62%)
c6gn.xlarge	Compute optimized	4	8 GiB	Up to 12500 Megabit	EBS only	0.121	0.0478 (61%)
c6i.2xlarge	Compute optimized	8	8 GiB	Up to 10 Gigabit	EBS only	0.121	0.0455 (62%)
c6i.4xlarge	Compute optimized	16	5.25 GiB	Up to 25 Gigabit	EBS only	0.13	0.0390 (70%)
c6i.8xlarge	Compute optimized	32	16 GiB	Up to 10 Gigabit	EBS only	0.136	0.0511 (62%)
c6i.large	Compute optimized	2	4 GiB	Up to 25000 Megabit	EBS only	0.1365	0.0410 (70%)
c6i.xlarge	Compute optimized	4	8 GiB	Up to 10 Gigabit	1 x 75 NVMe SSD	0.143	0.0538 (62%)
c6in.2xlarge	Compute optimized	8	8 GiB	Up to 25 Gigabit	EBS only	0.149	0.0517 (65%)
c6in.4xlarge	Compute optimized	16	16 GiB	Up to 10 Gigabit	EBS only	0.151	0.0568 (62%)
c6in.8xlarge	Compute optimized	32	16 GiB	Up to 12500 Megabit	EBS only	0.151	0.0596 (61%)
c6in.large	Compute optimized	2	8 GiB	Up to 25 Gigabit	1 x 75 NVMe SSD	0.171	0.0601 (65%)
c6in.xlarge	Compute optimized	4	16 GiB	Up to 10 Gigabit	1 x 75 NVMe SSD	0.173	0.0650 (62%)
d2.2xlarge	Storage optimized	8	16 GiB	Up to 25 Gigabit	EBS only	0.179	0.0629 (65%)
d2.4xlarge	Storage optimized	16	15.25 GiB	Up to 10 Gigabit	1 x 475 NVMe SSD	0.188	0.0790 (58%)
d2.xlarge	Storage optimized	4	16 GiB	Up to 25 Gigabit	1 x 75 NVMe SSD	0.201	0.0714 (64%)
g4dn.2xlarge	GPU instance	8	16 GiB	Up to 10 Gigabit	1 x 468 NVMe SSD	0.207	0.0829 (60%)
g4dn.4xlarge	GPU instance	16	16 GiB	Up to 25 Gigabit	1 x 1250 NVMe SSD	0.273	0.1028 (62%)
g4dn.8xlarge	GPU instance	32	16 GiB	Up to 5 Gigabit	EBS only	0.1568	0.0657 (58%)
g4dn.xlarge	GPU instance	4	8 GiB	Up to 10 Gigabit	EBS only	0.1632	0.0614 (62%)
i3.2xlarge	Storage optimized	8	16 GiB	Up to 5 Gigabit	EBS only	0.1757	0.0661 (62%)
i3.4xlarge	Storage optimized	16	8 GiB	Up to 10 Gigabit	EBS only	0.184	0.0692 (62%)
i3.8xlarge	Storage optimized	32	16 GiB	Up to 10 Gigabit	EBS only	0.1936	0.0728 (62%)
i3.large	Storage optimized	2	16 GiB	Up to 5 Gigabit	EBS only	0.1952	0.0734 (62%)
i3.xlarge	Storage optimized	4	8 GiB	Up to 10 Gigabit	EBS only	0.204	0.0707 (65%)
i3en.2xlarge	Storage optimized	8	8 GiB	Up to 12500 Megabit	EBS only	0.204	0.0743 (64%)
i3en.3xlarge	Storage optimized	12	8 GiB	Up to 25 Gigabit	EBS only	0.208	0.0779 (63%)
i3en.6xlarge	Storage optimized	24	16 GiB	Up to 10 Gigabit	EBS only	0.218	0.0820 (62%)
i3en.large	Storage optimized	2	8 GiB	Up to 10 Gigabit	1 x 100 NVMe SSD	0.232	0.0823 (65%)
i3en.xlarge	Storage optimized	4	32 GiB	Up to 10 Gigabit	EBS only	0.2416	0.0908 (62%)
i4i.2xlarge	Storage optimized	8	16 GiB	Up to 12500 Megabit	EBS only	0.242	0.0955 (61%)
i4i.4xlarge	Storage optimized	16	16 GiB	Up to 10 Gigabit	EBS only	0.242	0.0910 (62%)
i4i.8xlarge	Storage optimized	32	10.5 GiB	Up to 25 Gigabit	EBS only	0.26	0.0780 (70%)
i4i.large	Storage optimized	2	32 GiB	Up to 10 Gigabit	EBS only	0.272	0.1023 (62%)
i4i.xlarge	Storage optimized	4	8 GiB	Up to 30000 Megabit	EBS only	0.273	0.0819 (70%)
inf1.2xlarge	Machine Learning ASIC Instances	8	16 GiB	Up to 10 Gigabit	1 x 150 NVMe SSD	0.286	0.1075 (62%)
inf1.6xlarge	Machine Learning ASIC Instances	24	8 GiB	Up to 25 Gigabit	EBS only	0.288	0.1203 (58%)
inf1.xlarge	Machine Learning ASIC Instances	4	16 GiB	Up to 25 Gigabit	EBS only	0.298	0.1033 (65%)
m5.2xlarge	General purpose	8	32 GiB	Up to 10 Gigabit	EBS only	0.302	0.1135 (62%)
m5.4xlarge	General purpose	16	32 GiB	Up to 12500 Megabit	EBS only	0.302	0.1192 (61%)
m5.8xlarge	General purpose	32	16 GiB	Up to 25 Gigabit	1 x 150 NVMe SSD	0.342	0.1202 (65%)
m5.large	General purpose	2	32 GiB	Up to 10 Gigabit	1 x 150 NVMe SSD	0.346	0.1301 (62%)
m5.xlarge	General purpose	4	32 GiB	Up to 25 Gigabit	EBS only	0.358	0.1259 (65%)
m5a.2xlarge	General purpose	8	30.5 GiB	Up to 10 Gigabit	1 x 950 NVMe SSD	0.376	0.1579 (58%)
m5a.4xlarge	General purpose	16	32 GiB	Up to 25 Gigabit	1 x 150 NVMe SSD	0.402	0.1428 (64%)
m5a.8xlarge	General purpose	32	32 GiB	Up to 10 Gigabit	1 x 937 NVMe SSD	0.414	0.1658 (60%)
m5a.large	General purpose	2	32 GiB	Up to 25 Gigabit	1 x 2500 NVMe SSD	0.546	0.2056 (62%)
m5a.xlarge	General purpose	4	16 GiB	Up to 25 Gigabit	125 GB NVMe SSD	0.663	0.2493 (62%)
m5d.2xlarge	General purpose	8	30.5 GiB	Moderate	3 x 2000 HDD	0.828	0.2366 (71%)
m5d.4xlarge	General purpose	16	122 GiB	Up to 10 Gigabit	1 x 120 SSD	1	0.2799 (72%)
m5d.8xlarge	General purpose	32	128 GiB	Up to 25 Gigabit	1 x 118 NVMe SSD	1.00038	0.2793 (72%)
m5d.large	General purpose	2	32 GiB	Up to 5 Gigabit	EBS only	0.3136	0.1314 (58%)
m5d.xlarge	General purpose	4	16 GiB	Up to 10 Gigabit	EBS only	0.3264	0.1227 (62%)
m5dn.2xlarge	General purpose	8	32 GiB	Up to 5 Gigabit	EBS only	0.3514	0.1321 (62%)
m5dn.4xlarge	General purpose	16	16 GiB	Up to 10 Gigabit	EBS only	0.368	0.1384 (62%)
m5dn.8xlarge	General purpose	32	32 GiB	Up to 10 Gigabit	EBS only	0.3872	0.1456 (62%)
m5dn.large	General purpose	2	32 GiB	Up to 5 Gigabit	EBS only	0.3904	0.1468 (62%)
m5dn.xlarge	General purpose	4	16 GiB	Up to 12500 Megabit	EBS only	0.408	0.1486 (64%)
m5n.2xlarge	General purpose	8	16 GiB	Up to 10 Gigabit	EBS only	0.408	0.1415 (65%)
m5n.4xlarge	General purpose	16	16 GiB	Up to 25 Gigabit	EBS only	0.416	0.1557 (63%)
m5n.8xlarge	General purpose	32	32 GiB	Up to 10 Gigabit	EBS only	0.436	0.1639 (62%)
m5n.large	General purpose	2	16 GiB	Up to 25 Gigabit	EBS only	0.456	0.1909 (58%)
m5n.xlarge	General purpose	4	16 GiB	Up to 10 Gigabit	1 x 200 NVMe SSD	0.464	0.1645 (65%)
m6g.2xlarge	General purpose	8	64 GiB	Up to 10 Gigabit	EBS only	0.4832	0.1817 (62%)
m6g.4xlarge	General purpose	16	32 GiB	Up to 12500 Megabit	EBS only	0.484	0.1911 (61%)
m6g.8xlarge	General purpose	32	32 GiB	Up to 10 Gigabit	EBS only	0.484	0.1820 (62%)
m6g.large	General purpose	2	21 GiB	Up to 25 Gigabit	EBS only	0.52	0.1561 (70%)
m6g.medium	General purpose	1	64 GiB	Up to 10 Gigabit	EBS only	0.544	0.2045 (62%)
m6g.xlarge	General purpose	4	16 GiB	Up to 40000 Megabit	EBS only	0.546	0.1639 (70%)
m6i.2xlarge	General purpose	8	32 GiB	Up to 10 Gigabit	1 x 300 NVMe SSD	0.572	0.2151 (62%)
m6i.4xlarge	General purpose	16	32 GiB	Up to 25 Gigabit	EBS only	0.596	0.2067 (65%)
m6i.8xlarge	General purpose	32	64 GiB	Up to 12500 Megabit	EBS only	0.604	0.2385 (61%)
m6i.large	General purpose	2	64 GiB	Up to 10 Gigabit	EBS only	0.604	0.2271 (62%)
m6i.xlarge	General purpose	4	32 GiB	Up to 25 Gigabit	1 x 300 NVMe SSD	0.684	0.2404 (65%)
r5.2xlarge	Memory optimized	8	64 GiB	Up to 10 Gigabit	1 x 300 NVMe SSD	0.692	0.2602 (62%)
r5.4xlarge	Memory optimized	16	64 GiB	Up to 25 Gigabit	EBS only	0.716	0.2517 (65%)
r5.8xlarge	Memory optimized	32	61 GiB	Up to 10 Gigabit	1 x 1900 NVMe SSD	0.752	0.3158 (58%)
r5.large	Memory optimized	2	64 GiB	Up to 25 Gigabit	1 x 300 NVMe SSD	0.804	0.2857 (64%)
r5.xlarge	Memory optimized	4	64 GiB	Up to 12 Gigabit	1 x 1875 NVMe SSD	0.827	0.3316 (60%)
r5a.2xlarge	Memory optimized	8	32 GiB	Up to 25 Gigabit	225 GB NVMe SSD	0.948	0.3564 (62%)
r5a.4xlarge	Memory optimized	16	64 GiB	Up to 25 Gigabit	2 x 2500 NVMe SSD	1.092	0.4112 (62%)
r5a.8xlarge	Memory optimized	32	61 GiB	High	6 x 2000 HDD	1.656	0.4732 (71%)
r5a.large	Memory optimized	2	244 GiB	Up to 10 Gigabit	1 x 240 SSD	2	0.5599 (72%)
r5a.xlarge	Memory optimized	4	256 GiB	Up to 25 Gigabit	1 x 237 NVMe SSD	2.00075	0.5586 (72%)
r5d.2xlarge	Memory optimized	8	96 GiB	Up to 25 Gigabit	1 x 7500 NVMe SSD	1.638	0.6169 (62%)
r5d.4xlarge	Memory optimized	16	32 GiB	Up to 10 Gigabit	EBS only	0.6528	0.2454 (62%)
r5d.8xlarge	Memory optimized	32	32 GiB	Up to 10 Gigabit	EBS only	0.736	0.2768 (62%)
r5d.large	Memory optimized	2	64 GiB	Up to 10 Gigabit	EBS only	0.7744	0.2912 (62%)
r5d.xlarge	Memory optimized	4	32 GiB	Up to 10 Gigabit	EBS only	0.816	0.2830 (65%)
r5dn.2xlarge	Memory optimized	8	32 GiB	Up to 12500 Megabit	EBS only	0.816	0.2971 (64%)
r5dn.4xlarge	Memory optimized	16	32 GiB	25 Gigabit	EBS only	0.832	0.3113 (63%)
r5dn.8xlarge	Memory optimized	32	64 GiB	Up to 10 Gigabit	EBS only	0.872	0.3279 (62%)
r5dn.large	Memory optimized	2	32 GiB	Up to 10 Gigabit	1 x 400 NVMe SSD	0.928	0.3290 (65%)
r5dn.xlarge	Memory optimized	4	128 GiB	Up to 10 Gigabit	EBS only	0.9664	0.3634 (62%)
r5n.2xlarge	Memory optimized	8	64 GiB	Up to 10 Gigabit	EBS only	0.968	0.3640 (62%)
r5n.4xlarge	Memory optimized	16	64 GiB	Up to 12500 Megabit	EBS only	0.968	0.3822 (61%)
r5n.8xlarge	Memory optimized	32	42 GiB	Up to 25 Gigabit	EBS only	1.04	0.3123 (70%)
r5n.large	Memory optimized	2	128 GiB	Up to 10 Gigabit	EBS only	1.088	0.4091 (62%)
r5n.xlarge	Memory optimized	4	32 GiB	Up to 50000 Megabit	EBS only	1.092	0.3277 (70%)
r6g.2xlarge	Memory optimized	8	64 GiB	Up to 10 Gigabit	2 x 300 NVMe SSD	1.144	0.4301 (62%)
r6g.4xlarge	Memory optimized	16	64 GiB	Up to 25 Gigabit	EBS only	1.192	0.4135 (65%)
r6g.8xlarge	Memory optimized	32	128 GiB	Up to 12500 Megabit	EBS only	1.208	0.4769 (61%)
r6g.large	Memory optimized	2	128 GiB	Up to 10 Gigabit	EBS only	1.208	0.4542 (62%)
r6g.medium	Memory optimized	1	64 GiB	Up to 25 Gigabit	2 x 300 NVMe SSD	1.368	0.4809 (65%)
r6g.xlarge	Memory optimized	4	128 GiB	Up to 10 Gigabit	2 x 300 NVMe SSD	1.384	0.5204 (62%)
r6i.2xlarge	Memory optimized	8	128 GiB	Up to 25 Gigabit	EBS only	1.432	0.5034 (65%)
r6i.4xlarge	Memory optimized	16	122 GiB	Up to 10 Gigabit	2 x 1900 NVMe SSD	1.504	0.6317 (58%)
r6i.8xlarge	Memory optimized	32	64 GiB	Up to 25 Gigabit	225 GB NVMe SSD	1.518	0.5706 (62%)
r6i.large	Memory optimized	2	128 GiB	Up to 25 Gigabit	2 x 300 NVMe SSD	1.608	0.5713 (64%)
r6i.xlarge	Memory optimized	4	128 GiB	Up to 25 Gigabit	1 x 3750 NVMe SSD	1.654	0.6633 (60%)
t3.2xlarge	General purpose	8	122 GiB	High	12 x 2000 HDD	3.312	0.9464 (71%)
t3.large	General purpose	2	488 GiB	Up to 10 Gigabit	1 x 480 SSD	4	1.1197 (72%)
t3.medium	General purpose	2	512 GiB	Up to 25 Gigabit	1 x 475 NVMe SSD	4.0015	1.1171 (72%)
t3.micro	General purpose	2	48 GiB	25 Gigabit	EBS only	1.488	0.6225 (58%)
t3.nano	General purpose	2	192 GiB	25 Gigabit	2 x 7500 NVMe SSD	3.276	1.2337 (62%)
t3.small	General purpose	2	64 GiB	12 Gigabit	EBS only	1.3056	0.4909 (62%)
t3.xlarge	General purpose	4	64 GiB	10 Gigabit	EBS only	1.472	0.5535 (62%)
t3a.2xlarge	General purpose	8	128 GiB	12 Gigabit	EBS only	1.5488	0.5823 (62%)
t3a.large	General purpose	2	64 GiB	12500 Megabit	EBS only	1.632	0.5943 (64%)
t3a.medium	General purpose	2	64 GiB	50 Gigabit	EBS only	1.664	0.6227 (63%)
t3a.micro	General purpose	2	128 GiB	Up to 10 Gigabit	EBS only	1.744	0.6557 (62%)
t3a.nano	General purpose	2	256 GiB	12 Gigabit	EBS only	1.9328	0.7268 (62%)
t3a.small	General purpose	2	128 GiB	12500 Megabit	EBS only	1.936	0.7643 (61%)
t3a.xlarge	General purpose	4	128 GiB	10 Gigabit	EBS only	1.936	0.7279 (62%)
t4g.2xlarge	General purpose	8	256 GiB	Up to 10 Gigabit	EBS only	2.176	0.8182 (62%)
t4g.large	General purpose	2	64 GiB	50000 Megabit	EBS only	2.184	0.6555 (70%)
t4g.medium	General purpose	2	128 GiB	10 Gigabit	2 x 600 NVMe SSD	2.288	0.8603 (62%)
t4g.micro	General purpose	2	128 GiB	25 Gigabit	EBS only	2.384	0.8269 (65%)
t4g.nano	General purpose	2	256 GiB	12500 Megabit	EBS only	2.416	0.9538 (61%)
t4g.small	General purpose	2	256 GiB	10 Gigabit	EBS only	2.416	0.9084 (62%)
t4g.xlarge	General purpose	4	128 GiB	25 Gigabit	2 x 600 NVMe SSD	2.736	0.9619 (65%)
x1e.2xlarge	Memory optimized	8	128 GiB	50 Gigabit	900 GB NVMe SSD	2.743	1.0313 (62%)
x1e.4xlarge	Memory optimized	16	256 GiB	10 Gigabit	2 x 600 NVMe SSD	2.768	1.0408 (62%)
x1e.8xlarge	Memory optimized	32	256 GiB	25 Gigabit	EBS only	2.864	1.0068 (65%)
x1e.xlarge	Memory optimized	4	244 GiB	10 Gigabit	4 x 1900 NVMe SSD	3.008	1.2634 (58%)
x2iedn.2xlarge	Memory optimized	8	256 GiB	25 Gigabit	2 x 600 NVMe SSD	3.216	1.1427 (64%)
x2iedn.4xlarge	Memory optimized	16	256 GiB	18750 Megabit	2 x 3750 NVMe SSD	3.309	1.3265 (60%)
x2iedn.8xlarge	Memory optimized	32	976 GiB	Up to 10 Gigabit	1 x 960 SSD	8	2.2395 (72%)
x2iedn.xlarge	Memory optimized	4	1024 GiB	25 Gigabit	1 x 950 NVMe SSD	8.003	2.2343 (72%)