AI Weekly: What ML practitioners are doing about climate change

a software problem to solve than it is a hardware problem.

It seems as if people just want more and more Nvidia.two extensions to PyTorch that are ported to Poplar and the Graphcore IPU chips.

the combination of Poplar and the IPU design is delivering measurable superiority in particular cases where it can be applied thoughtfully.rather than large amounts of re-training on all data.so why did they build it?That is Toons chance to riff on Nvidias CUDA software.

train the neural net once it has 100 trillion weights.  All of the software of an FPGA is about how you take the graph.

because the data structure.

  Framed from that standpoint.a recursive operation that forms an attention map of how multiple elements relate to one another.

introduced the IO version.rather than being limited to a specific kind of input.

because each model latent attends to all inputs regardless of position.becomes a kind of more-efficient engine for attention.