| Package | Description | 
|---|---|
| org.apache.sysds.hops.rewrite | 
| Modifier and Type | Class and Description | 
|---|---|
class  | 
MarkForLineageReuse  | 
class  | 
RewriteCompressedReblock
Rule: Compressed Re block if config compressed.linalg is enabled, we inject compression directions after read of
 matrices if number of rows is above 1000 and cols at least 1. 
 | 
class  | 
RewriteForLoopVectorization
Rule: Simplify program structure by pulling if or else statement body out
 (removing the if statement block ifself) in order to allow intra-procedure
 analysis to propagate exact statistics. 
 | 
class  | 
RewriteHoistLoopInvariantOperations
Rule: Simplify program structure by hoisting loop-invariant operations
 out of while, for, or parfor loops. 
 | 
class  | 
RewriteInjectSparkLoopCheckpointing
Rule: Insert checkpointing operations for caching purposes. 
 | 
class  | 
RewriteMarkLoopVariablesUpdateInPlace
Rule: Mark loop variables that are only read/updated through cp left indexing
 for update in-place. 
 | 
class  | 
RewriteMergeBlockSequence
Rule: Simplify program structure by merging sequences of last-level
 statement blocks in order to create optimization opportunities. 
 | 
class  | 
RewriteRemoveEmptyBasicBlocks
Rule: Simplify program structure by removing empty last-level blocks,
 which may originate from the original program or due to a sequence of
 rewrites (e.g., checkpoint injection and subsequent IPA). 
 | 
class  | 
RewriteRemoveForLoopEmptySequence
Rule: Simplify program structure by removing (par)for statements iterating over
 an empty sequence, i.e., (par)for-loops without a single iteration. 
 | 
class  | 
RewriteRemoveUnnecessaryBranches
Rule: Simplify program structure by pulling if or else statement body out
 (removing the if statement block ifself) in order to allow intra-procedure
 analysis to propagate exact statistics. 
 | 
class  | 
RewriteSplitDagDataDependentOperators
Rule: Split Hop DAG after specific data-dependent operators. 
 | 
class  | 
RewriteSplitDagUnknownCSVRead
Rule: Split Hop DAG after CSV reads with unknown size. 
 | 
| Modifier and Type | Method and Description | 
|---|---|
void | 
ProgramRewriter.removeStatementBlockRewrite(Class<? extends StatementBlockRewriteRule> clazz)  | 
| Constructor and Description | 
|---|
ProgramRewriter(StatementBlockRewriteRule... rewrites)
Construct a program rewriter for a given rewrite which is passed from outside. 
 | 
| Constructor and Description | 
|---|
ProgramRewriter(ArrayList<HopRewriteRule> hRewrites,
               ArrayList<StatementBlockRewriteRule> sbRewrites)
Construct a program rewriter for the given rewrite sets which are passed from outside. 
 | 
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