Future changes

Here you can find the future changes we are planning on making to both the framework and the documentation.

Framework

• Support more onnx operators

• Make ancestor class for LayerNode and DummyNode

• Add fixed temporal loop order to mapping input

• Add support for multi-dimensional unrolling of same loop (including fractional spatial mapping)

• Take into account energy, bandwidth in LOMA’s MemoryAllocated besides accesses

• Take into account memory capacity in LOMA’s lpf limiting

• Take into account memory latency in cost model

Documentation

• Update User guide documentation with more visualisations and tutorials

• Remake HW table without DF

• Add stages stack combinations for common use cases