GPU

NVIDIA GeForce RTX 3070

Edit@6 days ago

Intergrated Memory(VRAM)
Capacity

8 GB

(GDDR6 256-bit)

Bandwidth

448 GB/s

64 Token/s

Vector Compute
FP64
317.40 G
FP32
20.31 T
FP16
20.31 T
BF16
20.31 T
INT32
10.15 T
INT8
X

NVIDIA GeForce RTX 3070 General-Purpose Float-Point performance (Vector Performance / Scalar Performance)

FP64: 317.40 GFLOPS

FP32: 20.31 TFLOPS

FP16: 20.31 TFLOPS

BF16: 20.31 TFLOPS

INT32: 10.15 TOPS

Matirx Compute
FP64
X
FP32
X
FP16
40.63 T
81.25 T
FP8
X
TF32
20.31 T
40.63 T
BF16
40.63 T
81.25 T
INT16
X
INT8
162.51 T
325.02 T
INT4
325.02 T
650.04 T

NVIDIA GeForce RTX 3070 AI performance (Tensor Performance / Matrix Performance)

FP16: 40.63 TFLOPS, with sparsity: 81.25 TFLOPS

TF32: 20.31 TFLOPS, with sparsity: 40.63 TFLOPS

BF16: 40.63 TFLOPS, with sparsity: 81.25 TFLOPS

INT8: 162.51 TOPS, with sparsity: 325.02 TOPS

INT4: 325.02 TOPS, with sparsity: 650.04 TOPS

Hardware Specs
NVIDIA GeForce RTX 3070 is a 8nm chip, has 17400 million transistors, launched by NVIDIA at 2020. It has 8 GB built-in(On-Board/On-Chip) memory with bandwidth up to 448 GB/s. It has 5888 general-purpose ALUs(CUDA cores/Shader cores) and 184 matrix cores(Tensor cores) .
Process Node
8 nm
Launch Year
2020
Vector(CUDA) Cores
5888
Matrix(Tensor) Cores
184
Core Frequency
1500 ~ 1725 MHz
Cache
4MB

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