hikettei / cl-waffe2

[Experimental] Graph and Tensor Abstraction for Deep Learning all in Common Lisp

https://hikettei.github.io/cl-waffe2/

MIT License

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[Refactor] Added Command Line Tool, Hardware-independent unittest, unified arithmetic operations, updated workflow, et al. #153

Closed hikettei closed 5 months ago

hikettei commented 5 months ago

What's changed

Removed and Integrated several arithmetic nodes: ScalarAdd ScalarSub ScalarMul ScalarDiv -> AddNode SubNode MulNode DivNode.
Removed InverseTensorNode
Renamed: !inv -> !reciprocal, !leakey-relu -> !leaky-relu
Updated GNUmakefile (supported roswell)
Make all tests hardware independent
Uses rove as a test tool.
Added a command line tool: ./roswell/waffe2.ros
Updated github workflow

Remaining tasks

[ ] ShapeTracker: [] to express ScalarTensor
[ ] Ready for implementing AbstractTensor Backend
[ ] Ready for implementing from ONNX to C Code Generator
- It generates the minimum C interpreter (calling CUDA/Metal functions), minimizing the dependencies.