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Attempt to answer some of your queries:
Slides, Chapter 1, Slide 12 (and 18) – Special features Row CPU Column talks about DotProd instruction set. I can’t find a specific reference to that name, but the Arm website does talk about specific SDOT and UDOT commands. Will learners know what DotProd is? Replace with Dot Product acceleration, it's a matrix operation the audience should be familiar
Slides, Chapter 1, Slide 12 – The slide shows three instances of Gb (Gigabits) but the calculation in the bullet gives an answer in GB (Gigabytes), so have updated in 3 places. Can I check the last one (Memory read/write latency) should be GB/s and not Gb/s. Notes also quote figure but use GB. All in the same unit would be preferred. Also I assume you mean slide 13?.
Slides – Learning outcomes slide on Chapter 1 (Slide 5) is styled completely differently (uses boxes) to the ones in Chapter’s 2, 3 and 4 (Bullet lists). Is this Ok or do the styles need rationalising. Please can you copy the same across all 3 sets of slides. I prefer the feel in Chapter 1
Lab1.pynb, lines 1978 and boxplot below – Both refer to Lamma3.2-1B FeedForward Layer. Should this be ‘llama’? Yes should be Llama
Lab1.pynb, lines 2021 – should ‘torch’ at the end of the line be ‘PyTorch’? Just torch, Pytorch is a wrapper around the torch library
Lab1.pynb, lines 5111 to 5152 – Are the empty code cells deliberate or should they be deleted? Please remove any empty cells, they don't do anything and are just artefacts from the content writer
Lab3.ipynb, End of ‘Graph Analysis: Thread Scaling and Bottlenecks’ and ‘Hands-On LLM Interaction’, ‘Things to Observe’ – There’s a rocket Emoji. I’ve left, but should it be there? Please remove the rocket
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