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Example 1 with StatementBlock

use of org.apache.sysml.parser.StatementBlock in project incubator-systemml by apache.

the class ProgramRecompiler method isApplicableForReuseVariable.

private static boolean isApplicableForReuseVariable(StatementBlock sb, StatementBlock parforSB, String var) throws DMLRuntimeException {
    boolean ret = false;
    if (sb instanceof IfStatementBlock) {
        IfStatement is = (IfStatement) sb.getStatement(0);
        for (StatementBlock lsb : is.getIfBody()) ret |= isApplicableForReuseVariable(lsb, parforSB, var);
        for (StatementBlock lsb : is.getElseBody()) ret |= isApplicableForReuseVariable(lsb, parforSB, var);
    } else if (sb instanceof WhileStatementBlock) {
        WhileStatement ws = (WhileStatement) sb.getStatement(0);
        for (StatementBlock lsb : ws.getBody()) ret |= isApplicableForReuseVariable(lsb, parforSB, var);
    } else if (//for or parfor
    sb instanceof ForStatementBlock) {
        ForStatementBlock fsb = (ForStatementBlock) sb;
        ForStatement fs = (ForStatement) fsb.getStatement(0);
        if (fsb == parforSB) {
            //found parfor statement 
            ret = true;
        } else {
            for (StatementBlock lsb : fs.getBody()) ret |= isApplicableForReuseVariable(lsb, parforSB, var);
        }
    }
    return ret && !sb.variablesUpdated().containsVariable(var);
}
Also used : ForStatementBlock(org.apache.sysml.parser.ForStatementBlock) IfStatement(org.apache.sysml.parser.IfStatement) WhileStatement(org.apache.sysml.parser.WhileStatement) ForStatement(org.apache.sysml.parser.ForStatement) IfStatementBlock(org.apache.sysml.parser.IfStatementBlock) WhileStatementBlock(org.apache.sysml.parser.WhileStatementBlock) ForStatementBlock(org.apache.sysml.parser.ForStatementBlock) StatementBlock(org.apache.sysml.parser.StatementBlock) WhileStatementBlock(org.apache.sysml.parser.WhileStatementBlock) IfStatementBlock(org.apache.sysml.parser.IfStatementBlock)

Example 2 with StatementBlock

use of org.apache.sysml.parser.StatementBlock in project incubator-systemml by apache.

the class ProgramRecompiler method rFindAndRecompileIndexingHOP.

/**
	 * NOTE: if force is set, we set and recompile the respective indexing hops;
	 * otherwise, we release the forced exec type and recompile again. Hence, 
	 * any changes can be exactly reverted with the same access behavior.
	 * 
	 * @param sb statement block
	 * @param pb program block
	 * @param var variable
	 * @param ec execution context
	 * @param force if true, set and recompile the respective indexing hops
	 * @throws DMLRuntimeException if DMLRuntimeException occurs
	 */
public static void rFindAndRecompileIndexingHOP(StatementBlock sb, ProgramBlock pb, String var, ExecutionContext ec, boolean force) throws DMLRuntimeException {
    if (pb instanceof IfProgramBlock && sb instanceof IfStatementBlock) {
        IfProgramBlock ipb = (IfProgramBlock) pb;
        IfStatementBlock isb = (IfStatementBlock) sb;
        IfStatement is = (IfStatement) sb.getStatement(0);
        //process if condition
        if (isb.getPredicateHops() != null)
            ipb.setPredicate(rFindAndRecompileIndexingHOP(isb.getPredicateHops(), ipb.getPredicate(), var, ec, force));
        //process if branch
        int len = is.getIfBody().size();
        for (int i = 0; i < ipb.getChildBlocksIfBody().size() && i < len; i++) {
            ProgramBlock lpb = ipb.getChildBlocksIfBody().get(i);
            StatementBlock lsb = is.getIfBody().get(i);
            rFindAndRecompileIndexingHOP(lsb, lpb, var, ec, force);
        }
        //process else branch
        if (ipb.getChildBlocksElseBody() != null) {
            int len2 = is.getElseBody().size();
            for (int i = 0; i < ipb.getChildBlocksElseBody().size() && i < len2; i++) {
                ProgramBlock lpb = ipb.getChildBlocksElseBody().get(i);
                StatementBlock lsb = is.getElseBody().get(i);
                rFindAndRecompileIndexingHOP(lsb, lpb, var, ec, force);
            }
        }
    } else if (pb instanceof WhileProgramBlock && sb instanceof WhileStatementBlock) {
        WhileProgramBlock wpb = (WhileProgramBlock) pb;
        WhileStatementBlock wsb = (WhileStatementBlock) sb;
        WhileStatement ws = (WhileStatement) sb.getStatement(0);
        //process while condition
        if (wsb.getPredicateHops() != null)
            wpb.setPredicate(rFindAndRecompileIndexingHOP(wsb.getPredicateHops(), wpb.getPredicate(), var, ec, force));
        //process body
        //robustness for potentially added problem blocks
        int len = ws.getBody().size();
        for (int i = 0; i < wpb.getChildBlocks().size() && i < len; i++) {
            ProgramBlock lpb = wpb.getChildBlocks().get(i);
            StatementBlock lsb = ws.getBody().get(i);
            rFindAndRecompileIndexingHOP(lsb, lpb, var, ec, force);
        }
    } else if (//for or parfor
    pb instanceof ForProgramBlock && sb instanceof ForStatementBlock) {
        ForProgramBlock fpb = (ForProgramBlock) pb;
        ForStatementBlock fsb = (ForStatementBlock) sb;
        ForStatement fs = (ForStatement) fsb.getStatement(0);
        if (fsb.getFromHops() != null)
            fpb.setFromInstructions(rFindAndRecompileIndexingHOP(fsb.getFromHops(), fpb.getFromInstructions(), var, ec, force));
        if (fsb.getToHops() != null)
            fpb.setToInstructions(rFindAndRecompileIndexingHOP(fsb.getToHops(), fpb.getToInstructions(), var, ec, force));
        if (fsb.getIncrementHops() != null)
            fpb.setIncrementInstructions(rFindAndRecompileIndexingHOP(fsb.getIncrementHops(), fpb.getIncrementInstructions(), var, ec, force));
        //process body
        //robustness for potentially added problem blocks
        int len = fs.getBody().size();
        for (int i = 0; i < fpb.getChildBlocks().size() && i < len; i++) {
            ProgramBlock lpb = fpb.getChildBlocks().get(i);
            StatementBlock lsb = fs.getBody().get(i);
            rFindAndRecompileIndexingHOP(lsb, lpb, var, ec, force);
        }
    } else //last level program block
    {
        try {
            //process actual hops
            boolean ret = false;
            Hop.resetVisitStatus(sb.get_hops());
            if (force) {
                //set forced execution type
                for (Hop h : sb.get_hops()) ret |= rFindAndSetCPIndexingHOP(h, var);
            } else {
                //release forced execution type
                for (Hop h : sb.get_hops()) ret |= rFindAndReleaseIndexingHOP(h, var);
            }
            //recompilation on-demand
            if (ret) {
                //construct new instructions
                ArrayList<Instruction> newInst = Recompiler.recompileHopsDag(sb, sb.get_hops(), ec.getVariables(), null, true, false, 0);
                pb.setInstructions(newInst);
            }
        } catch (Exception ex) {
            throw new DMLRuntimeException(ex);
        }
    }
}
Also used : IfProgramBlock(org.apache.sysml.runtime.controlprogram.IfProgramBlock) ForStatementBlock(org.apache.sysml.parser.ForStatementBlock) ForProgramBlock(org.apache.sysml.runtime.controlprogram.ForProgramBlock) Hop(org.apache.sysml.hops.Hop) WhileProgramBlock(org.apache.sysml.runtime.controlprogram.WhileProgramBlock) WhileStatement(org.apache.sysml.parser.WhileStatement) ArithmeticBinaryCPInstruction(org.apache.sysml.runtime.instructions.cp.ArithmeticBinaryCPInstruction) FunctionCallCPInstruction(org.apache.sysml.runtime.instructions.cp.FunctionCallCPInstruction) Instruction(org.apache.sysml.runtime.instructions.Instruction) DMLRuntimeException(org.apache.sysml.runtime.DMLRuntimeException) LopsException(org.apache.sysml.lops.LopsException) HopsException(org.apache.sysml.hops.HopsException) IOException(java.io.IOException) DMLRuntimeException(org.apache.sysml.runtime.DMLRuntimeException) IfStatement(org.apache.sysml.parser.IfStatement) ForProgramBlock(org.apache.sysml.runtime.controlprogram.ForProgramBlock) IfProgramBlock(org.apache.sysml.runtime.controlprogram.IfProgramBlock) ProgramBlock(org.apache.sysml.runtime.controlprogram.ProgramBlock) WhileProgramBlock(org.apache.sysml.runtime.controlprogram.WhileProgramBlock) ForStatement(org.apache.sysml.parser.ForStatement) IfStatementBlock(org.apache.sysml.parser.IfStatementBlock) WhileStatementBlock(org.apache.sysml.parser.WhileStatementBlock) ForStatementBlock(org.apache.sysml.parser.ForStatementBlock) StatementBlock(org.apache.sysml.parser.StatementBlock) WhileStatementBlock(org.apache.sysml.parser.WhileStatementBlock) IfStatementBlock(org.apache.sysml.parser.IfStatementBlock)

Example 3 with StatementBlock

use of org.apache.sysml.parser.StatementBlock in project incubator-systemml by apache.

the class SpoofCompiler method generateCodeFromProgramBlock.

public static void generateCodeFromProgramBlock(ProgramBlock current) throws HopsException, DMLRuntimeException, LopsException, IOException {
    if (current instanceof FunctionProgramBlock) {
        FunctionProgramBlock fsb = (FunctionProgramBlock) current;
        for (ProgramBlock pb : fsb.getChildBlocks()) generateCodeFromProgramBlock(pb);
    } else if (current instanceof WhileProgramBlock) {
        WhileProgramBlock wpb = (WhileProgramBlock) current;
        WhileStatementBlock wsb = (WhileStatementBlock) wpb.getStatementBlock();
        if (wsb != null && wsb.getPredicateHops() != null)
            wpb.setPredicate(generateCodeFromHopDAGsToInst(wsb.getPredicateHops()));
        for (ProgramBlock sb : wpb.getChildBlocks()) generateCodeFromProgramBlock(sb);
    } else if (current instanceof IfProgramBlock) {
        IfProgramBlock ipb = (IfProgramBlock) current;
        IfStatementBlock isb = (IfStatementBlock) ipb.getStatementBlock();
        if (isb != null && isb.getPredicateHops() != null)
            ipb.setPredicate(generateCodeFromHopDAGsToInst(isb.getPredicateHops()));
        for (ProgramBlock pb : ipb.getChildBlocksIfBody()) generateCodeFromProgramBlock(pb);
        for (ProgramBlock pb : ipb.getChildBlocksElseBody()) generateCodeFromProgramBlock(pb);
    } else if (//incl parfor
    current instanceof ForProgramBlock) {
        ForProgramBlock fpb = (ForProgramBlock) current;
        ForStatementBlock fsb = (ForStatementBlock) fpb.getStatementBlock();
        if (fsb != null && fsb.getFromHops() != null)
            fpb.setFromInstructions(generateCodeFromHopDAGsToInst(fsb.getFromHops()));
        if (fsb != null && fsb.getToHops() != null)
            fpb.setToInstructions(generateCodeFromHopDAGsToInst(fsb.getToHops()));
        if (fsb != null && fsb.getIncrementHops() != null)
            fpb.setIncrementInstructions(generateCodeFromHopDAGsToInst(fsb.getIncrementHops()));
        for (ProgramBlock pb : fpb.getChildBlocks()) generateCodeFromProgramBlock(pb);
    } else //generic (last-level)
    {
        StatementBlock sb = current.getStatementBlock();
        current.setInstructions(generateCodeFromHopDAGsToInst(sb, sb.get_hops()));
    }
}
Also used : FunctionProgramBlock(org.apache.sysml.runtime.controlprogram.FunctionProgramBlock) IfProgramBlock(org.apache.sysml.runtime.controlprogram.IfProgramBlock) ForStatementBlock(org.apache.sysml.parser.ForStatementBlock) ForProgramBlock(org.apache.sysml.runtime.controlprogram.ForProgramBlock) FunctionProgramBlock(org.apache.sysml.runtime.controlprogram.FunctionProgramBlock) WhileProgramBlock(org.apache.sysml.runtime.controlprogram.WhileProgramBlock) ForProgramBlock(org.apache.sysml.runtime.controlprogram.ForProgramBlock) IfProgramBlock(org.apache.sysml.runtime.controlprogram.IfProgramBlock) ProgramBlock(org.apache.sysml.runtime.controlprogram.ProgramBlock) WhileProgramBlock(org.apache.sysml.runtime.controlprogram.WhileProgramBlock) WhileStatementBlock(org.apache.sysml.parser.WhileStatementBlock) FunctionStatementBlock(org.apache.sysml.parser.FunctionStatementBlock) IfStatementBlock(org.apache.sysml.parser.IfStatementBlock) WhileStatementBlock(org.apache.sysml.parser.WhileStatementBlock) ForStatementBlock(org.apache.sysml.parser.ForStatementBlock) StatementBlock(org.apache.sysml.parser.StatementBlock) IfStatementBlock(org.apache.sysml.parser.IfStatementBlock)

Example 4 with StatementBlock

use of org.apache.sysml.parser.StatementBlock in project incubator-systemml by apache.

the class Explain method explainStatementBlock.

//////////////
// internal explain HOPS
private static String explainStatementBlock(StatementBlock sb, int level) throws HopsException, DMLRuntimeException {
    StringBuilder builder = new StringBuilder();
    String offset = createOffset(level);
    if (sb instanceof WhileStatementBlock) {
        WhileStatementBlock wsb = (WhileStatementBlock) sb;
        builder.append(offset);
        if (!wsb.getUpdateInPlaceVars().isEmpty())
            builder.append("WHILE (lines " + wsb.getBeginLine() + "-" + wsb.getEndLine() + ") [in-place=" + wsb.getUpdateInPlaceVars().toString() + "]\n");
        else
            builder.append("WHILE (lines " + wsb.getBeginLine() + "-" + wsb.getEndLine() + ")\n");
        builder.append(explainHop(wsb.getPredicateHops(), level + 1));
        WhileStatement ws = (WhileStatement) sb.getStatement(0);
        for (StatementBlock current : ws.getBody()) builder.append(explainStatementBlock(current, level + 1));
    } else if (sb instanceof IfStatementBlock) {
        IfStatementBlock ifsb = (IfStatementBlock) sb;
        builder.append(offset);
        builder.append("IF (lines " + ifsb.getBeginLine() + "-" + ifsb.getEndLine() + ")\n");
        builder.append(explainHop(ifsb.getPredicateHops(), level + 1));
        IfStatement ifs = (IfStatement) sb.getStatement(0);
        for (StatementBlock current : ifs.getIfBody()) builder.append(explainStatementBlock(current, level + 1));
        if (!ifs.getElseBody().isEmpty()) {
            builder.append(offset);
            builder.append("ELSE\n");
        }
        for (StatementBlock current : ifs.getElseBody()) builder.append(explainStatementBlock(current, level + 1));
    } else if (sb instanceof ForStatementBlock) {
        ForStatementBlock fsb = (ForStatementBlock) sb;
        builder.append(offset);
        if (sb instanceof ParForStatementBlock) {
            if (!fsb.getUpdateInPlaceVars().isEmpty())
                builder.append("PARFOR (lines " + fsb.getBeginLine() + "-" + fsb.getEndLine() + ") [in-place=" + fsb.getUpdateInPlaceVars().toString() + "]\n");
            else
                builder.append("PARFOR (lines " + fsb.getBeginLine() + "-" + fsb.getEndLine() + ")\n");
        } else {
            if (!fsb.getUpdateInPlaceVars().isEmpty())
                builder.append("FOR (lines " + fsb.getBeginLine() + "-" + fsb.getEndLine() + ") [in-place=" + fsb.getUpdateInPlaceVars().toString() + "]\n");
            else
                builder.append("FOR (lines " + fsb.getBeginLine() + "-" + fsb.getEndLine() + ")\n");
        }
        if (fsb.getFromHops() != null)
            builder.append(explainHop(fsb.getFromHops(), level + 1));
        if (fsb.getToHops() != null)
            builder.append(explainHop(fsb.getToHops(), level + 1));
        if (fsb.getIncrementHops() != null)
            builder.append(explainHop(fsb.getIncrementHops(), level + 1));
        ForStatement fs = (ForStatement) sb.getStatement(0);
        for (StatementBlock current : fs.getBody()) builder.append(explainStatementBlock(current, level + 1));
    } else if (sb instanceof FunctionStatementBlock) {
        FunctionStatement fsb = (FunctionStatement) sb.getStatement(0);
        for (StatementBlock current : fsb.getBody()) builder.append(explainStatementBlock(current, level + 1));
    } else {
        // For generic StatementBlock
        builder.append(offset);
        builder.append("GENERIC (lines " + sb.getBeginLine() + "-" + sb.getEndLine() + ") [recompile=" + sb.requiresRecompilation() + "]\n");
        ArrayList<Hop> hopsDAG = sb.get_hops();
        if (hopsDAG != null && !hopsDAG.isEmpty()) {
            Hop.resetVisitStatus(hopsDAG);
            for (Hop hop : hopsDAG) builder.append(explainHop(hop, level + 1));
            Hop.resetVisitStatus(hopsDAG);
        }
    }
    return builder.toString();
}
Also used : ParForStatementBlock(org.apache.sysml.parser.ParForStatementBlock) ForStatementBlock(org.apache.sysml.parser.ForStatementBlock) FunctionStatementBlock(org.apache.sysml.parser.FunctionStatementBlock) ArrayList(java.util.ArrayList) Hop(org.apache.sysml.hops.Hop) WhileStatement(org.apache.sysml.parser.WhileStatement) IfStatement(org.apache.sysml.parser.IfStatement) ExternalFunctionStatement(org.apache.sysml.parser.ExternalFunctionStatement) FunctionStatement(org.apache.sysml.parser.FunctionStatement) ParForStatementBlock(org.apache.sysml.parser.ParForStatementBlock) ForStatement(org.apache.sysml.parser.ForStatement) WhileStatementBlock(org.apache.sysml.parser.WhileStatementBlock) FunctionStatementBlock(org.apache.sysml.parser.FunctionStatementBlock) ParForStatementBlock(org.apache.sysml.parser.ParForStatementBlock) IfStatementBlock(org.apache.sysml.parser.IfStatementBlock) WhileStatementBlock(org.apache.sysml.parser.WhileStatementBlock) ForStatementBlock(org.apache.sysml.parser.ForStatementBlock) StatementBlock(org.apache.sysml.parser.StatementBlock) IfStatementBlock(org.apache.sysml.parser.IfStatementBlock)

Example 5 with StatementBlock

use of org.apache.sysml.parser.StatementBlock in project incubator-systemml by apache.

the class Explain method explainProgramBlock.

//////////////
// internal explain RUNTIME
private static String explainProgramBlock(ProgramBlock pb, int level) {
    StringBuilder sb = new StringBuilder();
    String offset = createOffset(level);
    if (pb instanceof FunctionProgramBlock) {
        FunctionProgramBlock fpb = (FunctionProgramBlock) pb;
        for (ProgramBlock pbc : fpb.getChildBlocks()) sb.append(explainProgramBlock(pbc, level + 1));
    } else if (pb instanceof WhileProgramBlock) {
        WhileProgramBlock wpb = (WhileProgramBlock) pb;
        StatementBlock wsb = pb.getStatementBlock();
        sb.append(offset);
        if (wsb != null && !wsb.getUpdateInPlaceVars().isEmpty())
            sb.append("WHILE (lines " + wpb.getBeginLine() + "-" + wpb.getEndLine() + ") [in-place=" + wsb.getUpdateInPlaceVars().toString() + "]\n");
        else
            sb.append("WHILE (lines " + wpb.getBeginLine() + "-" + wpb.getEndLine() + ")\n");
        sb.append(explainInstructions(wpb.getPredicate(), level + 1));
        for (ProgramBlock pbc : wpb.getChildBlocks()) sb.append(explainProgramBlock(pbc, level + 1));
    } else if (pb instanceof IfProgramBlock) {
        IfProgramBlock ipb = (IfProgramBlock) pb;
        sb.append(offset);
        sb.append("IF (lines " + ipb.getBeginLine() + "-" + ipb.getEndLine() + ")\n");
        sb.append(explainInstructions(ipb.getPredicate(), level + 1));
        for (ProgramBlock pbc : ipb.getChildBlocksIfBody()) sb.append(explainProgramBlock(pbc, level + 1));
        if (!ipb.getChildBlocksElseBody().isEmpty()) {
            sb.append(offset);
            sb.append("ELSE\n");
            for (ProgramBlock pbc : ipb.getChildBlocksElseBody()) sb.append(explainProgramBlock(pbc, level + 1));
        }
    } else if (//incl parfor
    pb instanceof ForProgramBlock) {
        ForProgramBlock fpb = (ForProgramBlock) pb;
        StatementBlock fsb = pb.getStatementBlock();
        sb.append(offset);
        if (pb instanceof ParForProgramBlock)
            sb.append("PARFOR (lines " + fpb.getBeginLine() + "-" + fpb.getEndLine() + ")\n");
        else {
            if (fsb != null && !fsb.getUpdateInPlaceVars().isEmpty())
                sb.append("FOR (lines " + fpb.getBeginLine() + "-" + fpb.getEndLine() + ") [in-place=" + fsb.getUpdateInPlaceVars().toString() + "]\n");
            else
                sb.append("FOR (lines " + fpb.getBeginLine() + "-" + fpb.getEndLine() + ")\n");
        }
        sb.append(explainInstructions(fpb.getFromInstructions(), level + 1));
        sb.append(explainInstructions(fpb.getToInstructions(), level + 1));
        sb.append(explainInstructions(fpb.getIncrementInstructions(), level + 1));
        for (ProgramBlock pbc : fpb.getChildBlocks()) sb.append(explainProgramBlock(pbc, level + 1));
    } else {
        sb.append(offset);
        if (pb.getStatementBlock() != null)
            sb.append("GENERIC (lines " + pb.getBeginLine() + "-" + pb.getEndLine() + ") [recompile=" + pb.getStatementBlock().requiresRecompilation() + "]\n");
        else
            sb.append("GENERIC (lines " + pb.getBeginLine() + "-" + pb.getEndLine() + ") \n");
        sb.append(explainInstructions(pb.getInstructions(), level + 1));
    }
    return sb.toString();
}
Also used : FunctionProgramBlock(org.apache.sysml.runtime.controlprogram.FunctionProgramBlock) ExternalFunctionProgramBlock(org.apache.sysml.runtime.controlprogram.ExternalFunctionProgramBlock) IfProgramBlock(org.apache.sysml.runtime.controlprogram.IfProgramBlock) ForProgramBlock(org.apache.sysml.runtime.controlprogram.ForProgramBlock) ParForProgramBlock(org.apache.sysml.runtime.controlprogram.ParForProgramBlock) FunctionProgramBlock(org.apache.sysml.runtime.controlprogram.FunctionProgramBlock) WhileProgramBlock(org.apache.sysml.runtime.controlprogram.WhileProgramBlock) ExternalFunctionProgramBlock(org.apache.sysml.runtime.controlprogram.ExternalFunctionProgramBlock) ForProgramBlock(org.apache.sysml.runtime.controlprogram.ForProgramBlock) IfProgramBlock(org.apache.sysml.runtime.controlprogram.IfProgramBlock) ProgramBlock(org.apache.sysml.runtime.controlprogram.ProgramBlock) ParForProgramBlock(org.apache.sysml.runtime.controlprogram.ParForProgramBlock) WhileProgramBlock(org.apache.sysml.runtime.controlprogram.WhileProgramBlock) FunctionStatementBlock(org.apache.sysml.parser.FunctionStatementBlock) ParForStatementBlock(org.apache.sysml.parser.ParForStatementBlock) IfStatementBlock(org.apache.sysml.parser.IfStatementBlock) WhileStatementBlock(org.apache.sysml.parser.WhileStatementBlock) ForStatementBlock(org.apache.sysml.parser.ForStatementBlock) StatementBlock(org.apache.sysml.parser.StatementBlock) ParForProgramBlock(org.apache.sysml.runtime.controlprogram.ParForProgramBlock)

Aggregations

StatementBlock (org.apache.sysml.parser.StatementBlock)49 ForStatementBlock (org.apache.sysml.parser.ForStatementBlock)41 IfStatementBlock (org.apache.sysml.parser.IfStatementBlock)41 WhileStatementBlock (org.apache.sysml.parser.WhileStatementBlock)41 FunctionStatementBlock (org.apache.sysml.parser.FunctionStatementBlock)24 Hop (org.apache.sysml.hops.Hop)21 ArrayList (java.util.ArrayList)20 ForProgramBlock (org.apache.sysml.runtime.controlprogram.ForProgramBlock)17 IfProgramBlock (org.apache.sysml.runtime.controlprogram.IfProgramBlock)17 WhileProgramBlock (org.apache.sysml.runtime.controlprogram.WhileProgramBlock)17 ForStatement (org.apache.sysml.parser.ForStatement)14 IfStatement (org.apache.sysml.parser.IfStatement)14 FunctionStatement (org.apache.sysml.parser.FunctionStatement)13 WhileStatement (org.apache.sysml.parser.WhileStatement)13 ParForStatementBlock (org.apache.sysml.parser.ParForStatementBlock)12 FunctionProgramBlock (org.apache.sysml.runtime.controlprogram.FunctionProgramBlock)12 ProgramBlock (org.apache.sysml.runtime.controlprogram.ProgramBlock)12 DataOp (org.apache.sysml.hops.DataOp)9 HashSet (java.util.HashSet)8 ExternalFunctionStatement (org.apache.sysml.parser.ExternalFunctionStatement)8