Difference between revisions of "RK Platform NPU SDK"
From ESS-WIKI
Yunjin.jiang (talk | contribs) |
Yunjin.jiang (talk | contribs) |
||
Line 3: | Line 3: | ||
== NPU Introduce == | == NPU Introduce == | ||
+ | |||
=== RK3568 === | === RK3568 === | ||
− | + | ||
+ | *Neural network acceleration engine with processing performance up to 0.8 TOPS | ||
=== RK3588 === | === RK3588 === |
Revision as of 04:42, 8 August 2023
Contents
Preface
NPU Introduce
RK3568
- Neural network acceleration engine with processing performance up to 0.8 TOPS
RK3588
- Neural network acceleration engine with processing performance up to 6 TOPS
- Include triple NPU core, and support triple core co-work, dual core co-work, and work independently
- Support integer 4, integer 8, integer 16, float 16, Bfloat 16 and tf32 operation
- Embedded 384KBx3 internal buffer
- Multi-task, multi-scenario in parallel
- Support deep learning frameworks: TensorFlow, Caffe, Tflite, Pytorch, Onnx NN, Android NN, etc.
- One isolated voltage domain to support DVFS
RKNN SDK
rknpu2
TBD
rknn-toolkit2
TBD