Niketan Pansare created SYSTEMML-1038:
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Summary: Add support for aggregate unary operations on GPU
Key: SYSTEMML-1038
URL: https://issues.apache.org/jira/browse/SYSTEMML-1038
Project: SystemML
Issue Type: Sub-task
Reporter: Niketan Pansare
1. Update UnaryOp to enable GPU for these instructions.
2. Add AggregateUnaryGPUInstruction and invoke kernels corresponding to
https://github.com/apache/incubator-systemml/blob/master/src/main/java/org/apache/sysml/runtime/matrix/data/MatrixBlock.java#L4451
Note nrow, ncol and length should always be a CP instruction. Also, we can
break this into subtasks for sparse if necessary.
The opcodes related to this tasks are: uak+, uark+, uack+, uasqk+, uarsqk+,
uacsqk+, uamean, uarmean, uacmean, uavar, uarvar, uacvar, uamax, uarmax,
uarimax, uacmax, uamin, uarmin, uarimin, uacmin, ua+, uar+, uac+, ua*, uatrace,
uaktrace and the operations of these are (with/without kahan) sum, trace,
rowsum, colsum, sum of squares, row sum of squares, col sum of squares, cumsum,
cumprod, cummin, cummax, min, max, min_index, max_index, mean, variance and
product.
[~nakul02] This is a mega-task. Hopefully we can generalize our kernel
implementation to make this easier.
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