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Stuff is Coming

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Putting together GPU Workstation

I am setting up a gpgpu workstation for prototyping the neural nets. It's an interesting time in history, this will likely be the last digital, von Neumann machine I use for this work. It is a good, fast number cruncher, but it is the wrong type of machine for ANN's. It's a bad fit. 4 little islands of 4/6gb ram spinning wheels hyper-fast. The interconnects slow as mud in comparison. PCI3.0 doesn't come close, honestly PCI4.0 won't make any real difference.
My ideal is one, extremely large, homogenous 'brain'. That gives me much less work to do. Now I will have to come up with algo's to deal with very fast, slow-connect sub-nets. I will be using compression techniques to communicate between the gpu's and find ways to architect around the hardware. The 4/6gb sub-nets will have to adapt with minimal information from the rest of the network. Trying a rasterizing technique won't be efficient since the buses and HD's will be far too slow for the …

National Biodiesel Board re: Selling Biodiesel

Thanks for writing.
As the national trade association for the US biodiesel industry, our expertise is not in the production side of the industry.  Production technology, plant development, business planning, feasibility studies are issues best serviced by the private sector.  NBB works primarily in the areas of biodiesel education and market development, and we strive to break down barriers while creating demand for US biodiesel.  For business consulting advice, technology providers, and other business-to-business services you can find some resources on the All Things Biodiesel (ATB) section of the NBB web site, www.allthingsbiodiesel.com.
The issues associated with producing biodiesel commercially in the US include:
Registration with EPA as a biodiesel fuel producer: In the US, EPA governs fuel and fuel additive registration and anyone selling biodiesel must first be registered with them. The contact is Mr. Jim Caldwell and his number is (202) 343-9303.  See http://www.epa.gov/oms/renew…