d2l-ai / d2l-tvm

Dive into Deep Learning Compiler

Home Page:https://tvm.d2l.ai

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How To: Dynamic Batch, Low Bit Quantization Calibration, FP16 Inference, Training via TVM

kalcohol opened this issue · comments

Most wanted:
Dynamic Batch
Low Bit Quantization Calibration
FP16 Inference
Training via TVM

Low level:
Adapt to a new CPU/GPU Architecture, such as MIPS, Specialization RISC-V(with special SIMD implementation).

The more C++ courses, the less injuries caused.

add neural architecture search to the list?

It depends on the latest advance of the area. We will cover some on-going research topics at the end.