Package | Description |
---|---|
org.apache.sysds.hops.ipa |
Modifier and Type | Class and Description |
---|---|
class |
IPAPassApplyStaticAndDynamicHopRewrites
This rewrite applies static hop dag and statement block
rewrites such as constant folding and branch removal
in order to simplify statistic propagation.
|
class |
IPAPassEliminateDeadCode
This rewrite eliminates unnecessary sub-DAGs that produce
transient write outputs which are never consumed subsequently.
|
class |
IPAPassFlagFunctionsRecompileOnce
This rewrite marks functions with loops as recompile once
in order to reduce recompilation overhead.
|
class |
IPAPassFlagNonDeterminism |
class |
IPAPassForwardFunctionCalls
This rewrite forwards a function call to a function with a simple
function call that only consumes function parameters and literals
into the original call location.
|
class |
IPAPassInlineFunctions
This rewrite inlines single statement block functions, which have fewer
operations than an internal threshold.
|
class |
IPAPassPropagateReplaceLiterals
This rewrite propagates and replaces literals into functions
in order to enable subsequent rewrites such as branch removal.
|
class |
IPAPassRemoveConstantBinaryOps
This rewrite identifies binary operations with constant matrices
such as X * ones, where ones might be created as a vector of ones
before a loop.
|
class |
IPAPassRemoveUnnecessaryCheckpoints
This rewrite identifies and removes unnecessary checkpoints, i.e.,
persisting of Spark RDDs into a given storage level.
|
class |
IPAPassRemoveUnusedFunctions
This rewrite identifies and removes unused functions in order
to reduce compilation overhead and other overheads such as
parfor worker creation, where we construct function copies.
|
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