Download the Software Development Kit (SDK) and Model Development Kits (MDKs).


Software Development Kit (SDKs)

Model Development Kits (MDKs) *PREMIUM MEMBERS

Software Development Kit
GTI’s Software Development Kit provides a hardware-accelerated, Convolutional Neural Network (CNN) system and supporting software library – implementing state-of-the-art algorithms in fast hardware on the Lightspeeur® series of AI accelerators.

Model Development Kits (MDK) – PREMIUM PAID MEMBERS ONLY
GTI’s Model Development Kits (MDKs) enable customers to build and train neural network models specifically for GTI AI accelerator chips.
Both Caffe and TensorFlow are fully supported frameworks.

These kits are used to port neural networks onto GTI devices with comparable performance to the original floating-point model. Train models from scratch or fine-tune from a pre-trained floating-point model. Working examples of VGG16, ResNet18 and MobileNet v1 are provided.

Additionally, the conversion tool optimizes models for use with GTI’s Lightspeeur® series of accelerator chips.

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All Chips (2801/2803/5801)

Models developed with the latest MDKs are compatible with SDK 5.x only

  • Caffe MDK v4.0.0.0
    (all chips)
  • TensorFlow v3.0.1.0
    (all chips)
  • PyTorch MDKv1.2.0.0
    (all chips)

In order for models developed with the following MDKs to be compatible with SDK 5.x, they must be converted with updateModelTool inside SDK 5.0

  • Caffe MDK v3.2.7.1
    (2801 only)
  • TensorFlow v2.1.3.1
    (2801 only)
  • Caffe MDK v3.2.8.3
    (2803 only)
  • TensorFlow v2.1.3.3
    (2803 only)
  • Caffe MDK v3.2.9.4
    (5801 Only)
  • TensorFlow v2.1.3.4
    (5801 only)