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Going parallel and larger-than-memory with graphs
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Next: 11 Acceptance Test Driven Development
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Marks
Author(s):
Blake Griffith
Location
Room 701
Date
aug Sun 16
Days Raw Files
Start
14:30
First Raw Start
14:15
Duration
00:55:00
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Total cuts_time
42 min.
https://pygotham.org/2015/talks/169/going-parallel-and-larger-than-memory-with-graphs
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Dask is an open source, pure python library that enables parallel larger-than-memory computation in a novel way. We represent programs as Directed Acyclic Graphs (DAG) of function calls. These graphs are executed by dask's schedulers with different optimizations (synchronous, threaded, parallel, distributed-memory). Dask has modules geared towards data analysis, which provide a friendly interface to building graps. One module, dask.array, mimics a subset of NumPy operations. With dask.array we can work with NumPy like arrays that are larger than RAM and parallelization comes for free by leveraging the underlying DAG.
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2015-08-16/14_36_42-2.dv
2015-08-16/14_36_42-3.dv
2015-08-16/14_36_42-4.dv
2015-08-16/14_36_42.dv
2015-08-16/14_36_57-1.dv
2015-08-16/14_36_57-2.dv
2015-08-16/14_36_57-3.dv
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2015-08-16/14_37_23-1.dv
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2015-08-16/14_37_25-1.dv
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2015-08-16/14_37_26-1.dv
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2015-08-16/14_38_16-1.dv
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2015-08-16/14_38_16.dv
2015-08-16/14_38_17-1.dv
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2015-08-16/14_38_17.dv
2015-08-16/15_18_05.dv
Veyepar
Video Eyeball Processor and Review
