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Small scale distributed training of sequential deep learning models, built on Numpy and MPI.
SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime
WebRISC-V: A Web-Based Education-Oriented RISC-V Pipeline Simulation Environment [PHP]
An OpenCL-based FPGA Accelerator for Convolutional Neural Networks
Convolutional accelerator kernel, target ASIC & FPGA
OpenTitan: Open source silicon root of trust
training labs and examples
Generic FPGA SDRAM controller, originally made for AS4C4M16SA
opensouce RISC-V cpu core implemented in Verilog from scratch in one night!
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023