|
Architecture |
NVIDIA GPU |
Instance type |
Instance name |
Number of GPUs |
GPU Memory (per GPU) |
GPU Interconnect (NVLink / PCIe) |
Thermal Design Power (TDP) from nvidia-smi |
Tensor Cores (mixed-precision) |
Precision Support |
CPU Type |
Nitro based |
|
Ampere |
A100 |
P4 |
p4d.24xlarge |
8 |
40 GB |
NVLink gen 3 (600 GB/s) |
400W |
Tensor Cores (Gen 3) |
FP64, FP32, FP16, INT8, BF16, TF32 |
Intel Xeon Scalable (Cascade Lake) |
Yes |
|
Ampere |
A10G |
G5 |
g5.xlarge |
1 |
24 GB |
NA (single GPU) |
300W |
Tensor Cores (Gen 3) |
FP64, FP32, FP16, INT8, BF16, TF32 |
AMD EPYC |
Yes |
|
Ampere |
A10G |
G5 |
g5.2xlarge |
1 |
24 GB |
NA (single GPU) |
300W |
Tensor Cores (Gen 3) |
FP64, FP32, FP16, INT8, BF16, TF32 |
AMD EPYC |
Yes |
|
Ampere |
A10G |
G5 |
g5.4xlarge |
1 |
24 GB |
NA (single GPU) |
300W |
Tensor Cores (Gen 3) |
FP64, FP32, FP16, INT8, BF16, TF32 |
AMD EPYC |
Yes |
|
Ampere |
A10G |
G5 |
g5.8xlarge |
1 |
24 GB |
NA (single GPU) |
300W |
Tensor Cores (Gen 3) |
FP64, FP32, FP16, INT8, BF16, TF32 |
AMD EPYC |
Yes |
|
Ampere |
A10G |
G5 |
g5.16xlarge |
1 |
24 GB |
NA (single GPU) |
300W |
Tensor Cores (Gen 3) |
FP64, FP32, FP16, INT8, BF16, TF32 |
AMD EPYC |
Yes |
|
Ampere |
A10G |
G5 |
g5.12xlarge |
4 |
24 GB |
PCIe |
300W |
Tensor Cores (Gen 3) |
FP64, FP32, FP16, INT8, BF16, TF32 |
AMD EPYC |
Yes |
|
Ampere |
A10G |
G5 |
g5.24xlarge |
4 |
24 GB |
PCIe |
300W |
Tensor Cores (Gen 3) |
FP64, FP32, FP16, INT8, BF16, TF32 |
AMD EPYC |
Yes |
|
Ampere |
A10G |
G5 |
g5.48xlarge |
8 |
24 GB |
PCIe |
300W |
Tensor Cores (Gen 3) |
FP64, FP32, FP16, INT8, BF16, TF32 |
AMD EPYC |
Yes |
|
Turing |
T4G |
G5 |
g5g.xlarge |
1 |
16 GB |
NA (single GPU) |
70W |
Tensor Cores (Gen 2) |
FP32, FP16, INT8 |
AWS Graviton2 |
Yes |
|
Turing |
T4G |
G5 |
g5g.2xlarge |
1 |
16 GB |
NA (single GPU) |
70W |
Tensor Cores (Gen 2) |
FP32, FP16, INT8 |
AWS Graviton2 |
Yes |
|
Turing |
T4G |
G5 |
g5g.4xlarge |
1 |
16 GB |
NA (single GPU) |
70W |
Tensor Cores (Gen 2) |
FP32, FP16, INT8 |
AWS Graviton2 |
Yes |
|
Turing |
T4G |
G5 |
g5g.8xlarge |
1 |
16 GB |
NA (single GPU) |
70W |
Tensor Cores (Gen 2) |
FP32, FP16, INT8 |
AWS Graviton2 |
Yes |
|
Turing |
T4G |
G5 |
g5g.16xlarge |
2 |
16 GB |
PCIe |
70W |
Tensor Cores (Gen 2) |
FP32, FP16, INT8 |
AWS Graviton2 |
Yes |
|
Turing |
T4G |
G5 |
g5g.metal |
2 |
16 GB |
PCIe |
70W |
Tensor Cores (Gen 2) |
FP32, FP16, INT8 |
AWS Graviton2 |
Yes |
|
Turing |
T4 |
G4 |
g4dn.xlarge |
1 |
16 GB |
NA (single GPU) |
70W |
Tensor Cores (Gen 2) |
FP32, FP16, INT8 |
Intel Xeon Scalable (Cascade Lake) |
Yes |
|
Turing |
T4 |
G4 |
g4dn.2xlarge |
1 |
16 GB |
NA (single GPU) |
70W |
Tensor Cores (Gen 2) |
FP32, FP16, INT8 |
Intel Xeon Scalable (Cascade Lake) |
Yes |
|
Turing |
T4 |
G4 |
g4dn.4xlarge |
1 |
16 GB |
NA (single GPU) |
70W |
Tensor Cores (Gen 2) |
FP32, FP16, INT8 |
Intel Xeon Scalable (Cascade Lake) |
Yes |
|
Turing |
T4 |
G4 |
g4dn.8xlarge |
1 |
16 GB |
NA (single GPU) |
70W |
Tensor Cores (Gen 2) |
FP32, FP16, INT8 |
Intel Xeon Scalable (Cascade Lake) |
Yes |
|
Turing |
T4 |
G4 |
g4dn.16xlarge |
1 |
16 GB |
NA (single GPU) |
70W |
Tensor Cores (Gen 2) |
FP32, FP16, INT8 |
Intel Xeon Scalable (Cascade Lake) |
Yes |
|
Turing |
T4 |
G4 |
g4dn.12xlarge |
4 |
16 GB |
PCIe |
70W |
Tensor Cores (Gen 2) |
FP32, FP16, INT8 |
Intel Xeon Scalable (Cascade Lake) |
Yes |
|
Turing |
T4 |
G4 |
g4dn.metal |
8 |
16 GB |
PCIe |
70W |
Tensor Cores (Gen 2) |
FP32, FP16, INT8 |
Intel Xeon Scalable (Cascade Lake) |
Yes |
|
Volta |
V100 |
P3 |
p3.2xlarge |
1 |
16 GB |
NA (single GPU) |
300W |
Tensor Cores (Gen 1) |
FP64, FP32, FP16 |
Intel Xeon (Broadwell) |
No |
|
Volta |
V100 |
P3 |
p3.8xlarge |
4 |
16 GB |
NVLink gen 2 (300 GB/s) |
300W |
Tensor Cores (Gen 1) |
FP64, FP32, FP16 |
Intel Xeon (Broadwell) |
No |
|
Volta |
V100 |
P3 |
p3.16xlarge |
8 |
16 GB |
NVLink gen 2 (300 GB/s) |
300W |
Tensor Cores (Gen 1) |
FP64, FP32, FP16 |
Intel Xeon (Broadwell) |
No |
|
Volta |
V100* |
P3 |
p3dn.24xlarge |
8 |
32 GB |
NVLink gen 2 (300 GB/s) |
300W |
Tensor Cores (Gen 1) |
FP64, FP32, FP16 |
Intel Xeon (Skylake) |
Yes |
|
Kepler |
K80 |
P2 |
p2.xlarge |
1 |
12 GB |
NA (single GPU) |
149W |
No |
FP64, FP32 |
Intel Xeon (Broadwell) |
No |
|
Kepler |
K80 |
P2 |
p2.8xlarge |
8 |
12 GB |
PCIe |
149W |
No |
FP64, FP32 |
Intel Xeon (Broadwell) |
No |
|
Kepler |
K80 |
P2 |
p2.16xlarge |
16 |
12 GB |
PCIe |
149W |
No |
FP64, FP32 |
Intel Xeon (Broadwell) |
No |
|
Maxwell |
M60 |
G3 |
g3s.xlarge |
1 |
8 GB |
PCIe |
150W |
No |
FP32 |
Intel Xeon (Broadwell) |
No |
|
Maxwell |
M60 |
G3 |
g3.4xlarge |
1 |
8 GB |
PCIe |
150W |
No |
FP32 |
Intel Xeon (Broadwell) |
No |
|
Maxwell |
M60 |
G3 |
g3.8xlarge |
2 |
8 GB |
PCIe |
150W |
No |
FP32 |
Intel Xeon (Broadwell) |
No |
|
Maxwell |
M60 |
G3 |
g3.16xlarge |
4 |
8 GB |
PCIe |
150W |
No |
FP32 |
Intel Xeon (Broadwell) |
No |
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