Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

Open Neural Network Exchange (ONNX)

https://github.com/onnx

https://github.com/onnx/onnxmltools

Predictive Model Markup Language (PMML)

https://github.com/jpmml/sklearn2pmml

PMML4S is a PMML (Predictive Model Markup …

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

https://github.com/Azure/mmlspark/blob/master/docs/lightgbm.md

MMLSpark seems to be the best option to use train models using LightGBM on a Spark cluster. Note that MMLSpark requires …

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

Voice Web

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

Functions

torch.load

torch.from_numpy

torch.tensor

torch.as_tensor

torch.flatten

torch.numel

torch.utils.data.random_split

torch.nn.functional.relu

torch.nn.functional.leaky_relu

torch.nn.functional.gelu

torch.nn …

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

https://www.mathworks.com/company/newsletters/articles/what-is-int8-quantization-and-why-is-it-popular-for-deep-neural-networks.html

https://engineering.fb.com/ai-research/floating-point-math/

Rethinking floating point for deep learning

Training Deep Neural Networks with 8-bit Floating Point Numbers

8-Bit …

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement! TVM is an open deep learning compiler stack for CPUs, GPUs, and specialized accelerators. It aims to close the gap between the productivity-focused deep learning frameworks, and the performance- or efficiency-oriented …