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Tensor Processing Units(TPUs): The Silicon Engine Behind Modern AI Training
Exploring TPUs and why it's so good?.
Blog
Thoughts on development, technology, and the craft of programming.
·9 min read·
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Vector Quantization: The Mathematical Art of Audio Compression
Exploring the role of vector quantization in audio compression and its uses in neural audio codecs.
·6 min read·
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Teaching models to write kernels; dataset, training, and honest results
A practical guide to building a focused dataset and fine-tuning models to understand low-level GPU code - masked loads, boundary checks, shared memory, and CUDA→Triton translations.
·4 min read·
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Building TTS Datasets That Actually Work
your model is only as good as your data - here's what you need to know about building high-quality TTS datasets
·3 min read·
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How the RTX 3090 Actually Works: GPU Architecture notes...
Breaking down the GA102 architecture - from GPCs and streaming multiprocessors to CUDA cores and ray tracing units.