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Posted to commits@systemml.apache.org by ni...@apache.org on 2018/01/19 19:23:43 UTC

[1/3] systemml git commit: [SYSTEMML-540] Add support for sparse filter dense image conv2d

Repository: systemml
Updated Branches:
  refs/heads/master e0006a272 -> 8e3c6f8b8


http://git-wip-us.apache.org/repos/asf/systemml/blob/8e3c6f8b/src/main/java/org/apache/sysml/runtime/instructions/gpu/GPUInstruction.java
----------------------------------------------------------------------
diff --git a/src/main/java/org/apache/sysml/runtime/instructions/gpu/GPUInstruction.java b/src/main/java/org/apache/sysml/runtime/instructions/gpu/GPUInstruction.java
index 87bac47..fe3edd2 100644
--- a/src/main/java/org/apache/sysml/runtime/instructions/gpu/GPUInstruction.java
+++ b/src/main/java/org/apache/sysml/runtime/instructions/gpu/GPUInstruction.java
@@ -141,6 +141,9 @@ public abstract class GPUInstruction extends Instruction {
 	public final static String MISC_TIMER_RELU_KERNEL =                    "nnrk";  // time spent in the relu kernel
 	public final static String MISC_TIMER_CUDNN_INIT =                     "nni";   // time spent in initializations for cudnn call
 	public final static String MISC_TIMER_CUDNN_CLEANUP =                  "nnc";   // time spent in cleanup for cudnn call
+	public final static String MISC_TIMER_DENSE_IM2COL_KERNEL=             "nndim2c"; // time spent in dense im2col cuda kernel
+	public final static String MISC_TIMER_SPARSE_IM2COL_KERNEL=            "nnsim2c"; // time spent in sparse im2col cuda kernel
+	public final static String MISC_TIMER_DENSE_REORG_KNPQ_KERNEL=         "nndrknpq"; // time spent in dense reorg_knpq cuda kernel
 
 	protected GPUINSTRUCTION_TYPE _gputype;
 	protected Operator _optr;

http://git-wip-us.apache.org/repos/asf/systemml/blob/8e3c6f8b/src/main/java/org/apache/sysml/runtime/instructions/gpu/context/GPUObject.java
----------------------------------------------------------------------
diff --git a/src/main/java/org/apache/sysml/runtime/instructions/gpu/context/GPUObject.java b/src/main/java/org/apache/sysml/runtime/instructions/gpu/context/GPUObject.java
index 22cdbcb..c8e70bf 100644
--- a/src/main/java/org/apache/sysml/runtime/instructions/gpu/context/GPUObject.java
+++ b/src/main/java/org/apache/sysml/runtime/instructions/gpu/context/GPUObject.java
@@ -514,6 +514,57 @@ public class GPUObject {
 		boolean isEmptyAndSparseAndAllocated = isSparseAndAllocated && getJcudaSparseMatrixPtr().nnz == 0;
 		return isEmptyAndSparseAndAllocated;
 	}
+		
+	/**
+	 * Being allocated is a prerequisite for computing nnz.
+	 * Note: if the matrix is in dense format, it explicitly re-computes the number of nonzeros.
+	 *
+	 * @param instName instruction name
+	 * @param recomputeDenseNNZ recompute NNZ if dense
+	 * @return the number of nonzeroes
+	 * @throws DMLRuntimeException if error
+	 */
+	public long getNnz(String instName, boolean recomputeDenseNNZ) throws DMLRuntimeException {
+		if(isAllocated()) {
+			if(LibMatrixCUDA.isInSparseFormat(getGPUContext(), mat)) {
+				return getJcudaSparseMatrixPtr().nnz;
+			}
+			else {
+				if(!recomputeDenseNNZ)
+					return -1;
+				
+				long t1 = DMLScript.FINEGRAINED_STATISTICS ? System.nanoTime() : 0;
+				GPUContext gCtx = getGPUContext();
+				cusparseHandle cusparseHandle = gCtx.getCusparseHandle();
+				cusparseMatDescr matDescr = CSRPointer.getDefaultCuSparseMatrixDescriptor();
+				if (cusparseHandle == null)
+					throw new DMLRuntimeException("Expected cusparse to be initialized");
+				int rows = toIntExact(mat.getNumRows());
+				int cols = toIntExact(mat.getNumColumns());
+				Pointer nnzPerRowPtr = null;
+				Pointer nnzTotalDevHostPtr = null;
+				gCtx.ensureFreeSpace(getIntSizeOf(rows + 1));
+				nnzPerRowPtr = gCtx.allocate(getIntSizeOf(rows));
+				nnzTotalDevHostPtr = gCtx.allocate(getIntSizeOf(1));
+				LibMatrixCUDA.cudaSupportFunctions.cusparsennz(cusparseHandle, cusparseDirection.CUSPARSE_DIRECTION_ROW, rows, cols, matDescr, getJcudaDenseMatrixPtr(), rows,
+						nnzPerRowPtr, nnzTotalDevHostPtr);
+				int[] nnzC = { -1 };
+				cudaMemcpy(Pointer.to(nnzC), nnzTotalDevHostPtr, getIntSizeOf(1), cudaMemcpyDeviceToHost);
+				if (nnzC[0] == -1) {
+					throw new DMLRuntimeException(
+							"cusparseDnnz did not calculate the correct number of nnz on the GPU");
+				}
+				gCtx.cudaFreeHelper(nnzPerRowPtr);
+				gCtx.cudaFreeHelper(nnzTotalDevHostPtr);
+				if(DMLScript.FINEGRAINED_STATISTICS) {
+					GPUStatistics.maintainCPMiscTimes(instName, CPInstruction.MISC_TIMER_RECOMPUTE_NNZ, System.nanoTime()-t1);
+			}
+				return nnzC[0];
+			}
+		}
+		else 
+			throw new DMLRuntimeException("Expected the GPU object to be allocated");
+	}
 
 	public boolean acquireDeviceRead(String opcode) throws DMLRuntimeException {
 		if(LOG.isTraceEnabled()) {

http://git-wip-us.apache.org/repos/asf/systemml/blob/8e3c6f8b/src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixCUDA.java
----------------------------------------------------------------------
diff --git a/src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixCUDA.java b/src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixCUDA.java
index 1433b5a..4f2de29 100644
--- a/src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixCUDA.java
+++ b/src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixCUDA.java
@@ -192,6 +192,25 @@ public class LibMatrixCUDA {
 			return mo.getGPUObject(gCtx).isSparse();
 		return MatrixBlock.evalSparseFormatInMemory(mo.getNumRows(), mo.getNumColumns(), mo.getNnz());
 	}
+	
+	/**
+	 * Note: if the matrix is in dense format, it explicitly re-computes the number of nonzeros.
+	 * 
+	 * @param gCtx a valid GPU context
+	 * @param instName instruction name
+	 * @param mo matrix object
+	 * @param recomputeDenseNNZ recompute NNZ if dense
+	 * @return number of non-zeroes
+	 * @throws DMLRuntimeException if error
+	 */
+	public static long getNnz(GPUContext gCtx, String instName, MatrixObject mo, boolean recomputeDenseNNZ) throws DMLRuntimeException {
+		if(mo.getGPUObject(gCtx) != null && mo.getGPUObject(gCtx).isAllocated()) {
+			return mo.getGPUObject(gCtx).getNnz(instName, recomputeDenseNNZ);
+		}
+		else {
+			return mo.getNnz();
+		}
+	}
 
 
 	protected static cusparseHandle getCusparseHandle(GPUContext gCtx) throws DMLRuntimeException{

http://git-wip-us.apache.org/repos/asf/systemml/blob/8e3c6f8b/src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixCuDNN.java
----------------------------------------------------------------------
diff --git a/src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixCuDNN.java b/src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixCuDNN.java
index c88cfd2..d07c2b2 100644
--- a/src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixCuDNN.java
+++ b/src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixCuDNN.java
@@ -50,6 +50,7 @@ import org.apache.sysml.runtime.DMLRuntimeException;
 import org.apache.sysml.runtime.controlprogram.caching.MatrixObject;
 import org.apache.sysml.runtime.controlprogram.context.ExecutionContext;
 import org.apache.sysml.runtime.instructions.gpu.GPUInstruction;
+import org.apache.sysml.runtime.instructions.gpu.context.CSRPointer;
 import org.apache.sysml.runtime.instructions.gpu.context.ExecutionConfig;
 import org.apache.sysml.runtime.instructions.gpu.context.GPUContext;
 import org.apache.sysml.utils.GPUStatistics;
@@ -63,6 +64,10 @@ import static jcuda.jcudnn.cudnnSoftmaxMode.CUDNN_SOFTMAX_MODE_CHANNEL;
  */
 public class LibMatrixCuDNN extends LibMatrixCUDA {
 
+	// Currently we only use nnz information from the sparse matrix which is pre-computed
+	// TODO: experiment how often does dense matrix is empty where recomputing nnz before calling CuDNN will help
+	private static final boolean RECOMPUTE_DENSE_NNZ = false;
+	
 	protected static int CONVOLUTION_PREFERENCE = cudnnConvolutionFwdPreference.CUDNN_CONVOLUTION_FWD_NO_WORKSPACE;
 	private static final Log LOG = LogFactory.getLog(LibMatrixCuDNN.class.getName());
 
@@ -103,7 +108,60 @@ public class LibMatrixCuDNN extends LibMatrixCUDA {
 		biasAdd(gCtx, instName, output, bias, output);
 	}
 	
-
+	/**
+	 * Performs im2col operation on GPU
+	 * 
+	 * @param gCtx a valid {@link GPUContext}
+	 * @param instName the invoking instruction's name for record {@link Statistics}.
+	 * @param image input matrix object
+	 * @param isSparseImage is input image sparse
+	 * @param N        number of input images
+	 * @param C        number of channels
+	 * @param H        height of each image
+	 * @param W        width of each image
+	 * @param R        height of filter
+	 * @param S        width of filter
+	 * @param pad_h    padding height
+	 * @param pad_w    padding width
+	 * @param stride_h stride height
+	 * @param stride_w string width
+	 * @param P        output height
+	 * @param Q        output width
+	 * @return output im2col pointer (the caller is expected to free this pointer) or null if image is an empty matrix
+	 * @throws DMLRuntimeException if error
+	 */
+	private static Pointer denseIm2col(GPUContext gCtx, String instName, MatrixObject image, boolean isSparseImage, long N, long C, long H, long W,
+			int R, int S, int pad_h, int pad_w, int stride_h, int stride_w, int P, int Q) throws DMLRuntimeException {
+		Pointer im2colPointer = null;
+		long t1 = DMLScript.FINEGRAINED_STATISTICS ? System.nanoTime() : 0;
+		if(isSparseImage) {
+			CSRPointer inPointer = getSparsePointer(gCtx, image, instName);
+			if(inPointer.nnz < 0) {
+				throw new DMLRuntimeException("Unknown number of nonzeroes in denseIm2col");
+			}
+			else if(inPointer.nnz > 0) {
+				im2colPointer = gCtx.allocate(instName, C*R*S*N*P*Q*sizeOfDataType);
+				getCudaKernels(gCtx).launchKernel("sparse_dense_im2col", ExecutionConfig.getConfigForSimpleVectorOperations(toInt(inPointer.nnz)), 
+						inPointer.val, inPointer.rowPtr, inPointer.colInd, im2colPointer, inPointer.nnz, N, 
+						C*H*W, H*W, W, R, S, P, Q, P*Q, R*S, N*P*Q, stride_h, stride_w, pad_h, pad_w);
+				if (DMLScript.FINEGRAINED_STATISTICS)
+					GPUStatistics.maintainCPMiscTimes(instName, GPUInstruction.MISC_TIMER_SPARSE_IM2COL_KERNEL, System.nanoTime() - t1);
+			}
+			else
+				return null;
+		}
+		else {
+			im2colPointer = gCtx.allocate(instName, C*R*S*N*P*Q*sizeOfDataType);
+			Pointer imagePointer = getDensePointerForCuDNN(gCtx, image, instName);
+			getCudaKernels(gCtx).launchKernel("dense_dense_im2col", ExecutionConfig.getConfigForSimpleVectorOperations(toInt(N*C*H*W)), 
+					imagePointer, im2colPointer, N*C*H*W, 
+					C*H*W, H*W, W, R, S, P, Q, P*Q, R*S, N*P*Q, stride_h, stride_w, pad_h, pad_w);
+			if (DMLScript.FINEGRAINED_STATISTICS)
+				GPUStatistics.maintainCPMiscTimes(instName, GPUInstruction.MISC_TIMER_DENSE_IM2COL_KERNEL, System.nanoTime() - t1);
+		}
+		return im2colPointer;
+	}
+	
 	/**
 	 * Performs a 2D convolution
 	 * 
@@ -133,32 +191,68 @@ public class LibMatrixCuDNN extends LibMatrixCUDA {
 
 		long CHW = C*H*W; long KPQ = K*P*Q; long CRS = C*R*S; 
 		long NCHW = N*CHW; long NKPQ = N*KPQ; long KCRS = K*CRS;
+		long NPQ = N*P*Q;
+		
+		boolean isSparseFilter = isInSparseFormat(gCtx, filter);
+		long filterNnz = getNnz(gCtx, instName, filter, RECOMPUTE_DENSE_NNZ);
+		if(filterNnz == 0) {
+			return; // since filter is empty
+		}
+		boolean isSparseImage = isInSparseFormat(gCtx, image);
+		long imageNnz = getNnz(gCtx, instName, image, RECOMPUTE_DENSE_NNZ);
+		if(imageNnz == 0) {
+			return; // since image is empty
+		}
+		Pointer dstPointer = getDensePointerForCuDNN(gCtx, outputBlock, instName);
 		
 		if(NCHW < maxNumElementsOfCuDNNTensor && NKPQ < maxNumElementsOfCuDNNTensor && KCRS < maxNumElementsOfCuDNNTensor) {
-			// Filter and output are accounted as dense in the memory estimation for conv2d
-			double overhead = isInSparseFormat(gCtx, filter) ? OptimizerUtils.estimateSizeExactSparsity(K, CRS, 1.0) : 0;
-			overhead += isInSparseFormat(gCtx, image) ? OptimizerUtils.estimateSizeExactSparsity(N, CHW, 1.0) : 0;
-
-			Pointer filterPointer = getDensePointerForCuDNN(gCtx, filter, instName);
-			Pointer dstPointer = getDensePointerForCuDNN(gCtx, outputBlock, instName);
-			
-			// Required for LibMatrixCuDNNConvolutionAlgorithm
-			long workspaceLimit = (long) (intermediateMemoryBudget-overhead);
-			int localN = overhead <= intermediateMemoryBudget ? N : 1;
-			
-			try(LibMatrixCuDNNConvolutionAlgorithm algo = 
-					LibMatrixCuDNNConvolutionAlgorithm.cudnnGetConvolutionForwardAlgorithm(gCtx, instName, 
-					localN, C, H, W, K, R, S, pad_h, pad_w, stride_h, stride_w, P, Q, workspaceLimit)) {
-				if(localN == N) {
-					// Perform all-input all-channel conv2d
-					Pointer imagePointer = getDensePointerForCuDNN(gCtx, image, instName);
-					cudnnConv2d(gCtx, instName, imagePointer, filterPointer, dstPointer, algo);
-				}
-				else {
-					try(LibMatrixCuDNNInputRowFetcher imgFetcher = new LibMatrixCuDNNInputRowFetcher(gCtx, instName, image)) {
-						for(int n = 0; n < N; n++) {
-							// Perform one-input all-channel conv2d
-							cudnnConv2d(gCtx, instName, imgFetcher.getNthRow(n), filterPointer, dstPointer.withByteOffset(n*KPQ*sizeOfDataType), algo);
+			if(isSparseFilter && 
+				(OptimizerUtils.estimateSizeExactSparsity(CRS, NPQ, 1.0) + OptimizerUtils.estimateSizeExactSparsity(K, NPQ, 1.0)) < intermediateMemoryBudget) {
+				// Sparse filter conv2d
+				// Perform dense im2col
+				Pointer im2colPointer = denseIm2col(gCtx, instName, image, isSparseImage,
+						N, C, H, W, R, S, pad_h, pad_w, stride_h, stride_w, P, Q);
+				
+				// Perform matrix multiplication
+				CSRPointer filterPointer = filter.getGPUObject(gCtx).getJcudaSparseMatrixPtr();
+				Pointer matmultOutputPointer = gCtx.allocate(instName, NKPQ*sizeOfDataType);
+				LibMatrixCuMatMult.sparseDenseMatMult(gCtx, instName, matmultOutputPointer, filterPointer, im2colPointer, K, CRS, CRS, NPQ, K, NPQ, false, false);
+				gCtx.cudaFreeHelper(instName, im2colPointer);
+				
+				// Perform reorg_knpq a reorg operation of matmultOutputPointer matrix with dimensions [K, NPQ]
+				// and return a matrix dstPointer with dimensions [N, KPQ]
+				long t1 = DMLScript.FINEGRAINED_STATISTICS ? System.nanoTime() : 0;
+				getCudaKernels(gCtx).launchKernel("reorg_knpq", ExecutionConfig.getConfigForSimpleVectorOperations(toInt(NKPQ)), 
+						matmultOutputPointer, dstPointer, NKPQ, NPQ, KPQ, P*Q);
+				if (DMLScript.FINEGRAINED_STATISTICS)
+					GPUStatistics.maintainCPMiscTimes(instName, GPUInstruction.MISC_TIMER_DENSE_REORG_KNPQ_KERNEL, System.nanoTime() - t1);
+				gCtx.cudaFreeHelper(instName, matmultOutputPointer);
+			}
+			else {
+				// Filter and output are accounted as dense in the memory estimation for conv2d
+				double overhead = isSparseFilter ? OptimizerUtils.estimateSizeExactSparsity(K, CRS, 1.0) : 0;
+				overhead += isSparseImage ? OptimizerUtils.estimateSizeExactSparsity(N, CHW, 1.0) : 0;
+
+				Pointer filterPointer = getDensePointerForCuDNN(gCtx, filter, instName);
+				
+				// Required for LibMatrixCuDNNConvolutionAlgorithm
+				long workspaceLimit = (long) (intermediateMemoryBudget-overhead);
+				int localN = overhead <= intermediateMemoryBudget ? N : 1;
+				
+				try(LibMatrixCuDNNConvolutionAlgorithm algo = 
+						LibMatrixCuDNNConvolutionAlgorithm.cudnnGetConvolutionForwardAlgorithm(gCtx, instName, 
+						localN, C, H, W, K, R, S, pad_h, pad_w, stride_h, stride_w, P, Q, workspaceLimit)) {
+					if(localN == N) {
+						// Perform all-input all-channel conv2d
+						Pointer imagePointer = getDensePointerForCuDNN(gCtx, image, instName);
+						cudnnConv2d(gCtx, instName, imagePointer, filterPointer, dstPointer, algo);
+					}
+					else {
+						try(LibMatrixCuDNNInputRowFetcher imgFetcher = new LibMatrixCuDNNInputRowFetcher(gCtx, instName, image)) {
+							for(int n = 0; n < N; n++) {
+								// Perform one-input all-channel conv2d
+								cudnnConv2d(gCtx, instName, imgFetcher.getNthRow(n), filterPointer, dstPointer.withByteOffset(n*KPQ*sizeOfDataType), algo);
+							}
 						}
 					}
 				}
@@ -313,11 +407,21 @@ public class LibMatrixCuDNN extends LibMatrixCUDA {
 		long CHW = C*H*W; long KPQ = K*P*Q; long CRS = C*R*S; 
 		long NCHW = N*CHW; long NKPQ = N*KPQ; long KCRS = K*CRS;
 		
+		boolean isSparseDout = isInSparseFormat(gCtx, dout);
+		long doutNnz = getNnz(gCtx, instName, dout, RECOMPUTE_DENSE_NNZ);
+		if(doutNnz == 0) {
+			return; // since dout is empty
+		}
+		boolean isSparseImage = isInSparseFormat(gCtx, image);
+		long imageNnz = getNnz(gCtx, instName, image, RECOMPUTE_DENSE_NNZ);
+		if(imageNnz == 0) {
+			return; // since image is empty
+		}
 		
 		if(NCHW < maxNumElementsOfCuDNNTensor && NKPQ < maxNumElementsOfCuDNNTensor && KCRS < maxNumElementsOfCuDNNTensor) {
 			Pointer dwPointer = getDensePointerForCuDNN(gCtx, outputBlock, instName);
-			double overhead = isInSparseFormat(gCtx, image) ? OptimizerUtils.estimateSizeExactSparsity(N, CHW, 1.0) : 0;
-			overhead += isInSparseFormat(gCtx, dout) ? OptimizerUtils.estimateSizeExactSparsity(N, KPQ, 1.0) : 0;
+			double overhead = isSparseImage ? OptimizerUtils.estimateSizeExactSparsity(N, CHW, 1.0) : 0;
+			overhead += isSparseDout ? OptimizerUtils.estimateSizeExactSparsity(N, KPQ, 1.0) : 0;
 
 			// Required for LibMatrixCuDNNConvolutionAlgorithm
 			long workspaceLimit = (long) (intermediateMemoryBudget-overhead);
@@ -420,10 +524,21 @@ public class LibMatrixCuDNN extends LibMatrixCUDA {
 		long CHW = C*H*W; long KPQ = K*P*Q; long CRS = C*R*S; 
 		long NCHW = N*CHW; long NKPQ = N*KPQ; long KCRS = K*CRS;
 
+		boolean isSparseFilter = isInSparseFormat(gCtx, filter);
+		long filterNnz = getNnz(gCtx, instName, filter, RECOMPUTE_DENSE_NNZ);
+		if(filterNnz == 0) {
+			return; // since filter is empty
+		}
+		boolean isSparseDout = isInSparseFormat(gCtx, dout);
+		long doutNnz = getNnz(gCtx, instName, dout, RECOMPUTE_DENSE_NNZ);
+		if(doutNnz == 0) {
+			return; // since dout is empty
+		}
+		
 		if(NCHW < maxNumElementsOfCuDNNTensor && NKPQ < maxNumElementsOfCuDNNTensor && KCRS < maxNumElementsOfCuDNNTensor) {
 			// Filter and output are accounted as dense in the memory estimation for conv2dBackwardData
-			double overhead = isInSparseFormat(gCtx, filter) ? OptimizerUtils.estimateSizeExactSparsity(K, CRS, 1.0) : 0;
-			overhead += isInSparseFormat(gCtx, dout) ? OptimizerUtils.estimateSizeExactSparsity(N, KPQ, 1.0) : 0;
+			double overhead = isSparseFilter ? OptimizerUtils.estimateSizeExactSparsity(K, CRS, 1.0) : 0;
+			overhead += isSparseDout ? OptimizerUtils.estimateSizeExactSparsity(N, KPQ, 1.0) : 0;
 			Pointer filterPointer = getDensePointerForCuDNN(gCtx, filter, instName);
 			Pointer dstPointer = getDensePointerForCuDNN(gCtx, output, instName);
 			

http://git-wip-us.apache.org/repos/asf/systemml/blob/8e3c6f8b/src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixCuMatMult.java
----------------------------------------------------------------------
diff --git a/src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixCuMatMult.java b/src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixCuMatMult.java
index ce0ad5b..21d9fd1 100644
--- a/src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixCuMatMult.java
+++ b/src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixCuMatMult.java
@@ -268,7 +268,7 @@ public class LibMatrixCuMatMult extends LibMatrixCUDA {
 	 * @throws DMLRuntimeException
 	 *             if error
 	 */
-	private static void sparseDenseMatMult(GPUContext gCtx, String instName, Pointer C, CSRPointer A, Pointer B,
+	static void sparseDenseMatMult(GPUContext gCtx, String instName, Pointer C, CSRPointer A, Pointer B,
 			long leftNumRows, long leftNumColumns, long rightNumRows, long rightNumColumns, long outRLen, long outCLen,
 			boolean isLeftTransposed, boolean isRightTransposed) throws DMLRuntimeException {
 		// t(C) = t(B) %*% t(A)

http://git-wip-us.apache.org/repos/asf/systemml/blob/8e3c6f8b/src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixDNNConv2d.java
----------------------------------------------------------------------
diff --git a/src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixDNNConv2d.java b/src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixDNNConv2d.java
index 92ae8a3..e30de2c 100644
--- a/src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixDNNConv2d.java
+++ b/src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixDNNConv2d.java
@@ -634,20 +634,27 @@ public class LibMatrixDNNConv2d
 			LibMatrixMult.vectAddInPlace(bias[k], out, cix, PQ);
 	}
 	
+	// ----------------------------------------------------------------------------------------------
+	// TODO: Support sparse native convolution operations without dense intermediates + dense matmult
+	// Currently, it will fall back to more optimized sparse Java-based operators.
 	private static boolean isEligibleForConv2dBackwardFilterSparseDense(ConvolutionParameters params) {
 		// NativeHelper.conv2dBackwardFilterSparseDense only if input is sparse. 
 		// dout converted to dense if sparse.
-		return params.enableNative && params.input1.isInSparseFormat();
+		// return params.enableNative && params.input1.isInSparseFormat();
+		return false;
 	}
 	
 	private static boolean isEligibleForConv2dSparse(ConvolutionParameters params) {
 		// NativeHelper.conv2dSparse only if filter is dense and input is sparse
-		return params.enableNative && params.input1.isInSparseFormat() && !params.input2.isInSparseFormat();
+		// return params.enableNative && params.input1.isInSparseFormat() && !params.input2.isInSparseFormat();
+		return false;
 	}
 	
 	private static boolean isEligibleForConv2dBackwardDataDense(ConvolutionParameters params) {
 		// NativeHelper.conv2dBackwardDataDense only if filter is dense. 
 		// dout converted to dense if sparse.
-		return params.enableNative && !params.input1.isInSparseFormat();
+		// return params.enableNative && !params.input1.isInSparseFormat();
+		return false;
 	}
+	// ----------------------------------------------------------------------------------------------
 }


[3/3] systemml git commit: [SYSTEMML-540] Add support for sparse filter dense image conv2d

Posted by ni...@apache.org.
[SYSTEMML-540] Add support for sparse filter dense image conv2d

- Also, supported skipping convolution operations for empty image and filters.
- Disabled sparse native convolution operations.


Project: http://git-wip-us.apache.org/repos/asf/systemml/repo
Commit: http://git-wip-us.apache.org/repos/asf/systemml/commit/8e3c6f8b
Tree: http://git-wip-us.apache.org/repos/asf/systemml/tree/8e3c6f8b
Diff: http://git-wip-us.apache.org/repos/asf/systemml/diff/8e3c6f8b

Branch: refs/heads/master
Commit: 8e3c6f8b8af68830b43c47c06cd6ffc2dc79d1f0
Parents: e0006a2
Author: Niketan Pansare <np...@us.ibm.com>
Authored: Fri Jan 19 11:20:50 2018 -0800
Committer: Niketan Pansare <np...@us.ibm.com>
Committed: Fri Jan 19 11:20:50 2018 -0800

----------------------------------------------------------------------
 src/main/cpp/kernels/SystemML.cu                |  194 +
 src/main/cpp/kernels/SystemML.ptx               | 4324 ++++++++++--------
 .../instructions/gpu/GPUInstruction.java        |    3 +
 .../instructions/gpu/context/GPUObject.java     |   51 +
 .../runtime/matrix/data/LibMatrixCUDA.java      |   19 +
 .../runtime/matrix/data/LibMatrixCuDNN.java     |  173 +-
 .../runtime/matrix/data/LibMatrixCuMatMult.java |    2 +-
 .../runtime/matrix/data/LibMatrixDNNConv2d.java |   13 +-
 8 files changed, 2928 insertions(+), 1851 deletions(-)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/systemml/blob/8e3c6f8b/src/main/cpp/kernels/SystemML.cu
----------------------------------------------------------------------
diff --git a/src/main/cpp/kernels/SystemML.cu b/src/main/cpp/kernels/SystemML.cu
index 8eac454..29ae820 100644
--- a/src/main/cpp/kernels/SystemML.cu
+++ b/src/main/cpp/kernels/SystemML.cu
@@ -43,6 +43,200 @@ extern "C" __global__ void float2double_f(float *A, double *ret, int N) {
 }
 
 /**
+ * This method performs an im2col operation on sparse input image
+ *
+ * @params inVal input val pointer
+ * @params inRowPtr input row pointer
+ * @params colInd input col index pointer
+ * @param ret output matrix allocated on the GPU
+ * @param NCHW  value of N*C*H*W
+ * @param CHW value of C*H*W
+ * @param HW value of H*W
+ * @param W image height
+ * @param R filter height
+ * @param S filter width
+ * @param P height of conv2d output
+ * @param Q width of conv2d output
+ * @param PQ value of P*Q
+ * @param RS value of R*S
+ * @param NPQ value of N*P*Q
+ * @param stride_h stride height
+ * @param stride_w stride width
+ * @param pad_h padding height
+ * @param pad_w padding width
+ */
+template <typename T>
+__device__ void sparse_dense_im2col(T *inVal, int *inRowPtr, int *colInd, T *ret,
+  int nnz, int N, int CHW, int HW, int W,
+  int R, int S, int P, int Q,  int PQ, int RS, int NPQ,
+  int stride_h, int stride_w, int pad_h, int pad_w) {
+  int tid = blockIdx.x * blockDim.x + threadIdx.x;
+  if (tid < nnz) {
+  	T value = inVal[tid];
+  	int n = 0;
+    while (inRowPtr[n+1] <= tid) {
+      n++;
+    }
+  	int chw = colInd[tid];
+  	int c = chw / HW;
+  	int hw = chw % HW;
+  	int h = hw / W;
+  	int w = hw % W;
+  	
+  	// Constraints: for(int r = 0; r < R; r++) { if(0 <= p && p < P && (h - r + pad_h) % stride_h == 0) { ... } }
+	// Constraint 1: p >= 0 and p = (h - r + pad_h)  / stride_h
+	// Therefore,  r <= h + pad_h 
+	// Constraint 2: p < P and p = (h - r + pad_h)  / stride_h
+	// Therefore,  h + pad_h - P*stride_h < r
+	// Math.max(0, h + pad_h - P*stride_h + 1) <= r <= Math.min(R-1, h + pad_h)
+	int rMin = max(0, h + pad_h - P*stride_h + 1);
+	int rMax = min(R-1, h + pad_h);
+	int sMin = max(0, w + pad_w - Q*stride_w + 1);
+	int sMax = min(S-1, w + pad_w);
+	// Constraint 3: (h - r + pad_h) % stride_h == 0
+	while((h - rMin + pad_h) % stride_h != 0 && rMin <= rMax) rMin++;
+	while((w - sMin + pad_w) % stride_w != 0 && sMin <= sMax) sMin++;
+	
+	for(int r = rMin; r <= rMax; r += stride_h) {
+		// Only append value if h == h, where h = (r - pad_h) + p*stride_h and 0 <= p < P
+		// Therefore, p = (h - r + pad_h)  / stride_h. Use the same logic for q.
+		int p = (h - r + pad_h)  / stride_h;
+		int npQ = n*PQ + p*Q;
+		int outRowIndex = c*RS + r*S;
+		for(int s = sMin; s <= sMax; s += stride_w) {
+			int q = (w - s + pad_w)  / stride_w;
+			// chw -> [crs, npq]
+			ret[(outRowIndex + s)*NPQ + npQ + q] = value;
+		}
+	}
+  }
+}
+
+extern "C" __global__ void sparse_dense_im2col_d(double *inVal, int *inRowPtr, int *colInd, double *ret,
+  int nnz, int N, int CHW, int HW, int W,
+  int R, int S, int P, int Q,  int PQ, int RS, int NPQ,
+  int stride_h, int stride_w, int pad_h, int pad_w) {
+  sparse_dense_im2col(inVal, inRowPtr, colInd, ret, nnz, N, CHW, HW, W, R, S, P, Q, PQ, RS, NPQ, stride_h, stride_w, pad_h, pad_w);
+}
+
+extern "C" __global__ void sparse_dense_im2col_f(float *inVal, int *inRowPtr, int *colInd, float *ret,
+  int nnz, int N, int CHW, int HW, int W,
+  int R, int S, int P, int Q, int PQ, int RS, int NPQ,
+  int stride_h, int stride_w, int pad_h, int pad_w) {
+  sparse_dense_im2col(inVal, inRowPtr, colInd, ret, nnz, N, CHW, HW, W, R, S, P, Q, PQ, RS, NPQ, stride_h, stride_w, pad_h, pad_w);
+}
+
+/**
+ * This method performs an im2col operation on dense input image
+ *
+ * @param input input matrix allocated on the GPU
+ * @param ret output matrix allocated on the GPU
+ * @param NCHW  value of N*C*H*W
+ * @param CHW value of C*H*W
+ * @param HW value of H*W
+ * @param W image height
+ * @param R filter height
+ * @param S filter width
+ * @param P height of conv2d output
+ * @param Q width of conv2d output
+ * @param PQ value of P*Q
+ * @param RS value of R*S
+ * @param NPQ value of N*P*Q
+ * @param stride_h stride height
+ * @param stride_w stride width
+ * @param pad_h padding height
+ * @param pad_w padding width
+ */
+template <typename T>
+__device__ void dense_dense_im2col(T *input, T *ret,
+  int NCHW, int CHW, int HW, int W,
+  int R, int S, int P, int Q,  int PQ, int RS, int NPQ,
+  int stride_h, int stride_w, int pad_h, int pad_w) {
+  int tid = blockIdx.x * blockDim.x + threadIdx.x;
+  if (tid < NCHW) {
+  	T value = input[tid];
+  	int n = tid / CHW;
+  	int chw = tid % CHW;
+  	int c = chw / HW;
+  	int hw = chw % HW;
+  	int h = hw / W;
+  	int w = hw % W;
+  	
+  	// Constraints: for(int r = 0; r < R; r++) { if(0 <= p && p < P && (h - r + pad_h) % stride_h == 0) { ... } }
+	// Constraint 1: p >= 0 and p = (h - r + pad_h)  / stride_h
+	// Therefore,  r <= h + pad_h 
+	// Constraint 2: p < P and p = (h - r + pad_h)  / stride_h
+	// Therefore,  h + pad_h - P*stride_h < r
+	// Math.max(0, h + pad_h - P*stride_h + 1) <= r <= Math.min(R-1, h + pad_h)
+	int rMin = max(0, h + pad_h - P*stride_h + 1);
+	int rMax = min(R-1, h + pad_h);
+	int sMin = max(0, w + pad_w - Q*stride_w + 1);
+	int sMax = min(S-1, w + pad_w);
+	// Constraint 3: (h - r + pad_h) % stride_h == 0
+	while((h - rMin + pad_h) % stride_h != 0 && rMin <= rMax) rMin++;
+	while((w - sMin + pad_w) % stride_w != 0 && sMin <= sMax) sMin++;
+	
+	for(int r = rMin; r <= rMax; r += stride_h) {
+		// Only append value if h == h, where h = (r - pad_h) + p*stride_h and 0 <= p < P
+		// Therefore, p = (h - r + pad_h)  / stride_h. Use the same logic for q.
+		int p = (h - r + pad_h)  / stride_h;
+		int npQ = n*PQ + p*Q;
+		int outRowIndex = c*RS + r*S;
+		for(int s = sMin; s <= sMax; s += stride_w) {
+			int q = (w - s + pad_w)  / stride_w;
+			// chw -> [crs, npq]
+			ret[(outRowIndex + s)*NPQ + npQ + q] = value;
+		}
+	}
+  }
+}
+
+extern "C" __global__ void dense_dense_im2col_d(double *input, double *ret,
+  int NCHW, int CHW, int HW, int W,
+  int R, int S, int P, int Q,  int PQ, int RS, int NPQ,
+  int stride_h, int stride_w, int pad_h, int pad_w) {
+  dense_dense_im2col(input, ret, NCHW, CHW, HW, W, R, S, P, Q, PQ, RS, NPQ, stride_h, stride_w, pad_h, pad_w);
+}
+
+extern "C" __global__ void dense_dense_im2col_f(float *input, float *ret,
+  int NCHW, int CHW, int HW, int W,
+  int R, int S, int P, int Q, int PQ, int RS, int NPQ,
+  int stride_h, int stride_w, int pad_h, int pad_w) {
+  dense_dense_im2col(input, ret, NCHW, CHW, HW, W, R, S, P, Q, PQ, RS, NPQ, stride_h, stride_w, pad_h, pad_w);
+}
+
+/**
+ * This method performs a reorg operation of matrix with dimensions [K, NPQ]
+ * and returns a matrix with dimensions [N, KPQ]
+ *
+ * @param knpqPtr input matrix allocated on the GPU
+ * @param ret output matrix allocated on the GPU
+ * @param NKPQ length of input and output matrix
+ * @param NPQ the number of columns of input matrix
+ * @param KPQ the number of columns of output matrix
+ * @param PQ value of P*Q
+ */
+template <typename T>
+__device__ void reorg_knpq(T *knpqPtr, T *ret, int NKPQ, int NPQ, int KPQ, int PQ) {
+  int tid = blockIdx.x * blockDim.x + threadIdx.x;
+  if (tid < NKPQ) {
+  	int k = tid / NPQ;
+  	int npq = tid % NPQ;
+  	int n = npq / PQ;
+  	int pq = npq % PQ;
+    ret[n*KPQ + k*PQ + pq] = knpqPtr[tid];
+  }
+}
+
+extern "C" __global__ void reorg_knpq_d(double *knpqPtr, double *ret, int NKPQ, int NPQ, int KPQ, int PQ) {
+  reorg_knpq(knpqPtr, ret, NKPQ, NPQ, KPQ, PQ);
+}
+
+extern "C" __global__ void reorg_knpq_f(float *knpqPtr, float *ret, int NKPQ, int NPQ, int KPQ, int PQ) {
+  reorg_knpq(knpqPtr, ret, NKPQ, NPQ, KPQ, PQ);
+}
+
+/**
  * Performs a slice operation where the input matrix is sparse and the output
  * matrix is dense.
  * This function avoids unnecessary sparse to dense conversion of the input


[2/3] systemml git commit: [SYSTEMML-540] Add support for sparse filter dense image conv2d

Posted by ni...@apache.org.
http://git-wip-us.apache.org/repos/asf/systemml/blob/8e3c6f8b/src/main/cpp/kernels/SystemML.ptx
----------------------------------------------------------------------
diff --git a/src/main/cpp/kernels/SystemML.ptx b/src/main/cpp/kernels/SystemML.ptx
index c990f27..5f72887 100644
--- a/src/main/cpp/kernels/SystemML.ptx
+++ b/src/main/cpp/kernels/SystemML.ptx
@@ -103,6 +103,694 @@ BB1_2:
 	ret;
 }
 
+	// .globl	sparse_dense_im2col_d
+.visible .entry sparse_dense_im2col_d(
+	.param .u64 sparse_dense_im2col_d_param_0,
+	.param .u64 sparse_dense_im2col_d_param_1,
+	.param .u64 sparse_dense_im2col_d_param_2,
+	.param .u64 sparse_dense_im2col_d_param_3,
+	.param .u32 sparse_dense_im2col_d_param_4,
+	.param .u32 sparse_dense_im2col_d_param_5,
+	.param .u32 sparse_dense_im2col_d_param_6,
+	.param .u32 sparse_dense_im2col_d_param_7,
+	.param .u32 sparse_dense_im2col_d_param_8,
+	.param .u32 sparse_dense_im2col_d_param_9,
+	.param .u32 sparse_dense_im2col_d_param_10,
+	.param .u32 sparse_dense_im2col_d_param_11,
+	.param .u32 sparse_dense_im2col_d_param_12,
+	.param .u32 sparse_dense_im2col_d_param_13,
+	.param .u32 sparse_dense_im2col_d_param_14,
+	.param .u32 sparse_dense_im2col_d_param_15,
+	.param .u32 sparse_dense_im2col_d_param_16,
+	.param .u32 sparse_dense_im2col_d_param_17,
+	.param .u32 sparse_dense_im2col_d_param_18,
+	.param .u32 sparse_dense_im2col_d_param_19
+)
+{
+	.reg .pred 	%p<13>;
+	.reg .b32 	%r<74>;
+	.reg .f64 	%fd<2>;
+	.reg .b64 	%rd<18>;
+
+
+	ld.param.u64 	%rd4, [sparse_dense_im2col_d_param_0];
+	ld.param.u64 	%rd5, [sparse_dense_im2col_d_param_1];
+	ld.param.u64 	%rd6, [sparse_dense_im2col_d_param_2];
+	ld.param.u64 	%rd7, [sparse_dense_im2col_d_param_3];
+	ld.param.u32 	%r35, [sparse_dense_im2col_d_param_4];
+	ld.param.u32 	%r22, [sparse_dense_im2col_d_param_7];
+	ld.param.u32 	%r23, [sparse_dense_im2col_d_param_8];
+	ld.param.u32 	%r24, [sparse_dense_im2col_d_param_9];
+	ld.param.u32 	%r25, [sparse_dense_im2col_d_param_10];
+	ld.param.u32 	%r26, [sparse_dense_im2col_d_param_11];
+	ld.param.u32 	%r27, [sparse_dense_im2col_d_param_12];
+	ld.param.u32 	%r28, [sparse_dense_im2col_d_param_13];
+	ld.param.u32 	%r29, [sparse_dense_im2col_d_param_14];
+	ld.param.u32 	%r30, [sparse_dense_im2col_d_param_15];
+	ld.param.u32 	%r31, [sparse_dense_im2col_d_param_16];
+	ld.param.u32 	%r32, [sparse_dense_im2col_d_param_17];
+	ld.param.u32 	%r33, [sparse_dense_im2col_d_param_18];
+	ld.param.u32 	%r34, [sparse_dense_im2col_d_param_19];
+	mov.u32 	%r36, %ntid.x;
+	mov.u32 	%r37, %ctaid.x;
+	mov.u32 	%r38, %tid.x;
+	mad.lo.s32 	%r1, %r36, %r37, %r38;
+	setp.ge.s32	%p1, %r1, %r35;
+	@%p1 bra 	BB2_11;
+
+	cvta.to.global.u64 	%rd1, %rd6;
+	cvta.to.global.u64 	%rd2, %rd5;
+	cvta.to.global.u64 	%rd8, %rd4;
+	cvt.s64.s32	%rd3, %r1;
+	mul.wide.s32 	%rd9, %r1, 8;
+	add.s64 	%rd10, %rd8, %rd9;
+	ld.global.f64 	%fd1, [%rd10];
+	mov.u32 	%r67, 0;
+
+BB2_2:
+	mov.u32 	%r2, %r67;
+	add.s32 	%r67, %r2, 1;
+	mul.wide.s32 	%rd11, %r67, 4;
+	add.s64 	%rd12, %rd2, %rd11;
+	ld.global.u32 	%r40, [%rd12];
+	setp.le.s32	%p2, %r40, %r1;
+	@%p2 bra 	BB2_2;
+
+	shl.b64 	%rd13, %rd3, 2;
+	add.s64 	%rd14, %rd1, %rd13;
+	ld.global.u32 	%r41, [%rd14];
+	div.s32 	%r4, %r41, %r22;
+	rem.s32 	%r42, %r41, %r22;
+	div.s32 	%r43, %r42, %r23;
+	rem.s32 	%r44, %r42, %r23;
+	add.s32 	%r5, %r43, %r33;
+	mul.lo.s32 	%r45, %r31, %r26;
+	mov.u32 	%r46, 1;
+	sub.s32 	%r47, %r46, %r45;
+	add.s32 	%r48, %r47, %r5;
+	mov.u32 	%r49, 0;
+	max.s32 	%r70, %r49, %r48;
+	add.s32 	%r50, %r24, -1;
+	min.s32 	%r7, %r50, %r5;
+	add.s32 	%r8, %r44, %r34;
+	mul.lo.s32 	%r51, %r32, %r27;
+	sub.s32 	%r52, %r46, %r51;
+	add.s32 	%r53, %r52, %r8;
+	max.s32 	%r73, %r49, %r53;
+	add.s32 	%r54, %r25, -1;
+	min.s32 	%r10, %r54, %r8;
+
+BB2_4:
+	mov.u32 	%r69, %r70;
+	sub.s32 	%r55, %r5, %r69;
+	rem.s32 	%r56, %r55, %r31;
+	setp.ne.s32	%p3, %r56, 0;
+	setp.le.s32	%p4, %r69, %r7;
+	and.pred  	%p5, %p3, %p4;
+	add.s32 	%r70, %r69, 1;
+	@%p5 bra 	BB2_4;
+
+BB2_5:
+	mov.u32 	%r13, %r73;
+	sub.s32 	%r57, %r8, %r13;
+	rem.s32 	%r58, %r57, %r32;
+	setp.ne.s32	%p6, %r58, 0;
+	setp.le.s32	%p7, %r13, %r10;
+	and.pred  	%p8, %p6, %p7;
+	add.s32 	%r73, %r13, 1;
+	@%p8 bra 	BB2_5;
+
+	setp.gt.s32	%p9, %r69, %r7;
+	@%p9 bra 	BB2_11;
+
+	mul.lo.s32 	%r15, %r2, %r28;
+	mul.lo.s32 	%r16, %r4, %r29;
+	cvta.to.global.u64 	%rd15, %rd7;
+
+BB2_8:
+	sub.s32 	%r59, %r5, %r69;
+	div.s32 	%r60, %r59, %r31;
+	mad.lo.s32 	%r18, %r60, %r27, %r15;
+	setp.gt.s32	%p10, %r13, %r10;
+	mov.u32 	%r72, %r13;
+	@%p10 bra 	BB2_10;
+
+BB2_9:
+	mov.u32 	%r19, %r72;
+	sub.s32 	%r61, %r8, %r19;
+	div.s32 	%r62, %r61, %r32;
+	mad.lo.s32 	%r63, %r69, %r25, %r16;
+	add.s32 	%r64, %r63, %r19;
+	mad.lo.s32 	%r65, %r64, %r30, %r18;
+	add.s32 	%r66, %r65, %r62;
+	mul.wide.s32 	%rd16, %r66, 8;
+	add.s64 	%rd17, %rd15, %rd16;
+	st.global.f64 	[%rd17], %fd1;
+	add.s32 	%r20, %r19, %r32;
+	setp.le.s32	%p11, %r20, %r10;
+	mov.u32 	%r72, %r20;
+	@%p11 bra 	BB2_9;
+
+BB2_10:
+	add.s32 	%r69, %r69, %r31;
+	setp.le.s32	%p12, %r69, %r7;
+	@%p12 bra 	BB2_8;
+
+BB2_11:
+	ret;
+}
+
+	// .globl	sparse_dense_im2col_f
+.visible .entry sparse_dense_im2col_f(
+	.param .u64 sparse_dense_im2col_f_param_0,
+	.param .u64 sparse_dense_im2col_f_param_1,
+	.param .u64 sparse_dense_im2col_f_param_2,
+	.param .u64 sparse_dense_im2col_f_param_3,
+	.param .u32 sparse_dense_im2col_f_param_4,
+	.param .u32 sparse_dense_im2col_f_param_5,
+	.param .u32 sparse_dense_im2col_f_param_6,
+	.param .u32 sparse_dense_im2col_f_param_7,
+	.param .u32 sparse_dense_im2col_f_param_8,
+	.param .u32 sparse_dense_im2col_f_param_9,
+	.param .u32 sparse_dense_im2col_f_param_10,
+	.param .u32 sparse_dense_im2col_f_param_11,
+	.param .u32 sparse_dense_im2col_f_param_12,
+	.param .u32 sparse_dense_im2col_f_param_13,
+	.param .u32 sparse_dense_im2col_f_param_14,
+	.param .u32 sparse_dense_im2col_f_param_15,
+	.param .u32 sparse_dense_im2col_f_param_16,
+	.param .u32 sparse_dense_im2col_f_param_17,
+	.param .u32 sparse_dense_im2col_f_param_18,
+	.param .u32 sparse_dense_im2col_f_param_19
+)
+{
+	.reg .pred 	%p<13>;
+	.reg .f32 	%f<2>;
+	.reg .b32 	%r<74>;
+	.reg .b64 	%rd<18>;
+
+
+	ld.param.u64 	%rd4, [sparse_dense_im2col_f_param_0];
+	ld.param.u64 	%rd5, [sparse_dense_im2col_f_param_1];
+	ld.param.u64 	%rd6, [sparse_dense_im2col_f_param_2];
+	ld.param.u64 	%rd7, [sparse_dense_im2col_f_param_3];
+	ld.param.u32 	%r35, [sparse_dense_im2col_f_param_4];
+	ld.param.u32 	%r22, [sparse_dense_im2col_f_param_7];
+	ld.param.u32 	%r23, [sparse_dense_im2col_f_param_8];
+	ld.param.u32 	%r24, [sparse_dense_im2col_f_param_9];
+	ld.param.u32 	%r25, [sparse_dense_im2col_f_param_10];
+	ld.param.u32 	%r26, [sparse_dense_im2col_f_param_11];
+	ld.param.u32 	%r27, [sparse_dense_im2col_f_param_12];
+	ld.param.u32 	%r28, [sparse_dense_im2col_f_param_13];
+	ld.param.u32 	%r29, [sparse_dense_im2col_f_param_14];
+	ld.param.u32 	%r30, [sparse_dense_im2col_f_param_15];
+	ld.param.u32 	%r31, [sparse_dense_im2col_f_param_16];
+	ld.param.u32 	%r32, [sparse_dense_im2col_f_param_17];
+	ld.param.u32 	%r33, [sparse_dense_im2col_f_param_18];
+	ld.param.u32 	%r34, [sparse_dense_im2col_f_param_19];
+	mov.u32 	%r36, %ntid.x;
+	mov.u32 	%r37, %ctaid.x;
+	mov.u32 	%r38, %tid.x;
+	mad.lo.s32 	%r1, %r36, %r37, %r38;
+	setp.ge.s32	%p1, %r1, %r35;
+	@%p1 bra 	BB3_11;
+
+	cvta.to.global.u64 	%rd1, %rd6;
+	cvta.to.global.u64 	%rd2, %rd5;
+	cvta.to.global.u64 	%rd8, %rd4;
+	cvt.s64.s32	%rd3, %r1;
+	mul.wide.s32 	%rd9, %r1, 4;
+	add.s64 	%rd10, %rd8, %rd9;
+	ld.global.f32 	%f1, [%rd10];
+	mov.u32 	%r67, 0;
+
+BB3_2:
+	mov.u32 	%r2, %r67;
+	add.s32 	%r67, %r2, 1;
+	mul.wide.s32 	%rd11, %r67, 4;
+	add.s64 	%rd12, %rd2, %rd11;
+	ld.global.u32 	%r40, [%rd12];
+	setp.le.s32	%p2, %r40, %r1;
+	@%p2 bra 	BB3_2;
+
+	shl.b64 	%rd13, %rd3, 2;
+	add.s64 	%rd14, %rd1, %rd13;
+	ld.global.u32 	%r41, [%rd14];
+	div.s32 	%r4, %r41, %r22;
+	rem.s32 	%r42, %r41, %r22;
+	div.s32 	%r43, %r42, %r23;
+	rem.s32 	%r44, %r42, %r23;
+	add.s32 	%r5, %r43, %r33;
+	mul.lo.s32 	%r45, %r31, %r26;
+	mov.u32 	%r46, 1;
+	sub.s32 	%r47, %r46, %r45;
+	add.s32 	%r48, %r47, %r5;
+	mov.u32 	%r49, 0;
+	max.s32 	%r70, %r49, %r48;
+	add.s32 	%r50, %r24, -1;
+	min.s32 	%r7, %r50, %r5;
+	add.s32 	%r8, %r44, %r34;
+	mul.lo.s32 	%r51, %r32, %r27;
+	sub.s32 	%r52, %r46, %r51;
+	add.s32 	%r53, %r52, %r8;
+	max.s32 	%r73, %r49, %r53;
+	add.s32 	%r54, %r25, -1;
+	min.s32 	%r10, %r54, %r8;
+
+BB3_4:
+	mov.u32 	%r69, %r70;
+	sub.s32 	%r55, %r5, %r69;
+	rem.s32 	%r56, %r55, %r31;
+	setp.ne.s32	%p3, %r56, 0;
+	setp.le.s32	%p4, %r69, %r7;
+	and.pred  	%p5, %p3, %p4;
+	add.s32 	%r70, %r69, 1;
+	@%p5 bra 	BB3_4;
+
+BB3_5:
+	mov.u32 	%r13, %r73;
+	sub.s32 	%r57, %r8, %r13;
+	rem.s32 	%r58, %r57, %r32;
+	setp.ne.s32	%p6, %r58, 0;
+	setp.le.s32	%p7, %r13, %r10;
+	and.pred  	%p8, %p6, %p7;
+	add.s32 	%r73, %r13, 1;
+	@%p8 bra 	BB3_5;
+
+	setp.gt.s32	%p9, %r69, %r7;
+	@%p9 bra 	BB3_11;
+
+	mul.lo.s32 	%r15, %r2, %r28;
+	mul.lo.s32 	%r16, %r4, %r29;
+	cvta.to.global.u64 	%rd15, %rd7;
+
+BB3_8:
+	sub.s32 	%r59, %r5, %r69;
+	div.s32 	%r60, %r59, %r31;
+	mad.lo.s32 	%r18, %r60, %r27, %r15;
+	setp.gt.s32	%p10, %r13, %r10;
+	mov.u32 	%r72, %r13;
+	@%p10 bra 	BB3_10;
+
+BB3_9:
+	mov.u32 	%r19, %r72;
+	sub.s32 	%r61, %r8, %r19;
+	div.s32 	%r62, %r61, %r32;
+	mad.lo.s32 	%r63, %r69, %r25, %r16;
+	add.s32 	%r64, %r63, %r19;
+	mad.lo.s32 	%r65, %r64, %r30, %r18;
+	add.s32 	%r66, %r65, %r62;
+	mul.wide.s32 	%rd16, %r66, 4;
+	add.s64 	%rd17, %rd15, %rd16;
+	st.global.f32 	[%rd17], %f1;
+	add.s32 	%r20, %r19, %r32;
+	setp.le.s32	%p11, %r20, %r10;
+	mov.u32 	%r72, %r20;
+	@%p11 bra 	BB3_9;
+
+BB3_10:
+	add.s32 	%r69, %r69, %r31;
+	setp.le.s32	%p12, %r69, %r7;
+	@%p12 bra 	BB3_8;
+
+BB3_11:
+	ret;
+}
+
+	// .globl	dense_dense_im2col_d
+.visible .entry dense_dense_im2col_d(
+	.param .u64 dense_dense_im2col_d_param_0,
+	.param .u64 dense_dense_im2col_d_param_1,
+	.param .u32 dense_dense_im2col_d_param_2,
+	.param .u32 dense_dense_im2col_d_param_3,
+	.param .u32 dense_dense_im2col_d_param_4,
+	.param .u32 dense_dense_im2col_d_param_5,
+	.param .u32 dense_dense_im2col_d_param_6,
+	.param .u32 dense_dense_im2col_d_param_7,
+	.param .u32 dense_dense_im2col_d_param_8,
+	.param .u32 dense_dense_im2col_d_param_9,
+	.param .u32 dense_dense_im2col_d_param_10,
+	.param .u32 dense_dense_im2col_d_param_11,
+	.param .u32 dense_dense_im2col_d_param_12,
+	.param .u32 dense_dense_im2col_d_param_13,
+	.param .u32 dense_dense_im2col_d_param_14,
+	.param .u32 dense_dense_im2col_d_param_15,
+	.param .u32 dense_dense_im2col_d_param_16
+)
+{
+	.reg .pred 	%p<12>;
+	.reg .b32 	%r<71>;
+	.reg .f64 	%fd<2>;
+	.reg .b64 	%rd<9>;
+
+
+	ld.param.u64 	%rd1, [dense_dense_im2col_d_param_0];
+	ld.param.u64 	%rd2, [dense_dense_im2col_d_param_1];
+	ld.param.u32 	%r35, [dense_dense_im2col_d_param_2];
+	ld.param.u32 	%r21, [dense_dense_im2col_d_param_3];
+	ld.param.u32 	%r22, [dense_dense_im2col_d_param_4];
+	ld.param.u32 	%r23, [dense_dense_im2col_d_param_5];
+	ld.param.u32 	%r24, [dense_dense_im2col_d_param_6];
+	ld.param.u32 	%r25, [dense_dense_im2col_d_param_7];
+	ld.param.u32 	%r26, [dense_dense_im2col_d_param_8];
+	ld.param.u32 	%r27, [dense_dense_im2col_d_param_9];
+	ld.param.u32 	%r28, [dense_dense_im2col_d_param_10];
+	ld.param.u32 	%r29, [dense_dense_im2col_d_param_11];
+	ld.param.u32 	%r30, [dense_dense_im2col_d_param_12];
+	ld.param.u32 	%r31, [dense_dense_im2col_d_param_13];
+	ld.param.u32 	%r32, [dense_dense_im2col_d_param_14];
+	ld.param.u32 	%r33, [dense_dense_im2col_d_param_15];
+	ld.param.u32 	%r34, [dense_dense_im2col_d_param_16];
+	mov.u32 	%r36, %ctaid.x;
+	mov.u32 	%r37, %ntid.x;
+	mov.u32 	%r38, %tid.x;
+	mad.lo.s32 	%r1, %r37, %r36, %r38;
+	setp.ge.s32	%p1, %r1, %r35;
+	@%p1 bra 	BB4_9;
+
+	cvta.to.global.u64 	%rd3, %rd1;
+	mul.wide.s32 	%rd4, %r1, 8;
+	add.s64 	%rd5, %rd3, %rd4;
+	ld.global.f64 	%fd1, [%rd5];
+	div.s32 	%r2, %r1, %r21;
+	rem.s32 	%r39, %r1, %r21;
+	div.s32 	%r3, %r39, %r22;
+	rem.s32 	%r40, %r39, %r22;
+	div.s32 	%r41, %r40, %r23;
+	rem.s32 	%r42, %r40, %r23;
+	add.s32 	%r4, %r41, %r33;
+	mul.lo.s32 	%r43, %r31, %r26;
+	mov.u32 	%r44, 1;
+	sub.s32 	%r45, %r44, %r43;
+	add.s32 	%r46, %r45, %r4;
+	mov.u32 	%r47, 0;
+	max.s32 	%r67, %r47, %r46;
+	add.s32 	%r48, %r24, -1;
+	min.s32 	%r6, %r48, %r4;
+	add.s32 	%r7, %r42, %r34;
+	mul.lo.s32 	%r49, %r32, %r27;
+	sub.s32 	%r50, %r44, %r49;
+	add.s32 	%r51, %r50, %r7;
+	max.s32 	%r70, %r47, %r51;
+	add.s32 	%r52, %r25, -1;
+	min.s32 	%r9, %r52, %r7;
+
+BB4_2:
+	mov.u32 	%r66, %r67;
+	sub.s32 	%r53, %r4, %r66;
+	rem.s32 	%r54, %r53, %r31;
+	setp.ne.s32	%p2, %r54, 0;
+	setp.le.s32	%p3, %r66, %r6;
+	and.pred  	%p4, %p2, %p3;
+	add.s32 	%r67, %r66, 1;
+	@%p4 bra 	BB4_2;
+
+BB4_3:
+	mov.u32 	%r12, %r70;
+	sub.s32 	%r55, %r7, %r12;
+	rem.s32 	%r56, %r55, %r32;
+	setp.ne.s32	%p5, %r56, 0;
+	setp.le.s32	%p6, %r12, %r9;
+	and.pred  	%p7, %p5, %p6;
+	add.s32 	%r70, %r12, 1;
+	@%p7 bra 	BB4_3;
+
+	setp.gt.s32	%p8, %r66, %r6;
+	@%p8 bra 	BB4_9;
+
+	mul.lo.s32 	%r14, %r2, %r28;
+	mul.lo.s32 	%r15, %r3, %r29;
+	cvta.to.global.u64 	%rd6, %rd2;
+
+BB4_6:
+	sub.s32 	%r57, %r4, %r66;
+	div.s32 	%r58, %r57, %r31;
+	mad.lo.s32 	%r17, %r58, %r27, %r14;
+	setp.gt.s32	%p9, %r12, %r9;
+	mov.u32 	%r69, %r12;
+	@%p9 bra 	BB4_8;
+
+BB4_7:
+	mov.u32 	%r18, %r69;
+	sub.s32 	%r59, %r7, %r18;
+	div.s32 	%r60, %r59, %r32;
+	mad.lo.s32 	%r61, %r66, %r25, %r15;
+	add.s32 	%r62, %r61, %r18;
+	mad.lo.s32 	%r63, %r62, %r30, %r17;
+	add.s32 	%r64, %r63, %r60;
+	mul.wide.s32 	%rd7, %r64, 8;
+	add.s64 	%rd8, %rd6, %rd7;
+	st.global.f64 	[%rd8], %fd1;
+	add.s32 	%r19, %r18, %r32;
+	setp.le.s32	%p10, %r19, %r9;
+	mov.u32 	%r69, %r19;
+	@%p10 bra 	BB4_7;
+
+BB4_8:
+	add.s32 	%r66, %r66, %r31;
+	setp.le.s32	%p11, %r66, %r6;
+	@%p11 bra 	BB4_6;
+
+BB4_9:
+	ret;
+}
+
+	// .globl	dense_dense_im2col_f
+.visible .entry dense_dense_im2col_f(
+	.param .u64 dense_dense_im2col_f_param_0,
+	.param .u64 dense_dense_im2col_f_param_1,
+	.param .u32 dense_dense_im2col_f_param_2,
+	.param .u32 dense_dense_im2col_f_param_3,
+	.param .u32 dense_dense_im2col_f_param_4,
+	.param .u32 dense_dense_im2col_f_param_5,
+	.param .u32 dense_dense_im2col_f_param_6,
+	.param .u32 dense_dense_im2col_f_param_7,
+	.param .u32 dense_dense_im2col_f_param_8,
+	.param .u32 dense_dense_im2col_f_param_9,
+	.param .u32 dense_dense_im2col_f_param_10,
+	.param .u32 dense_dense_im2col_f_param_11,
+	.param .u32 dense_dense_im2col_f_param_12,
+	.param .u32 dense_dense_im2col_f_param_13,
+	.param .u32 dense_dense_im2col_f_param_14,
+	.param .u32 dense_dense_im2col_f_param_15,
+	.param .u32 dense_dense_im2col_f_param_16
+)
+{
+	.reg .pred 	%p<12>;
+	.reg .f32 	%f<2>;
+	.reg .b32 	%r<71>;
+	.reg .b64 	%rd<9>;
+
+
+	ld.param.u64 	%rd1, [dense_dense_im2col_f_param_0];
+	ld.param.u64 	%rd2, [dense_dense_im2col_f_param_1];
+	ld.param.u32 	%r35, [dense_dense_im2col_f_param_2];
+	ld.param.u32 	%r21, [dense_dense_im2col_f_param_3];
+	ld.param.u32 	%r22, [dense_dense_im2col_f_param_4];
+	ld.param.u32 	%r23, [dense_dense_im2col_f_param_5];
+	ld.param.u32 	%r24, [dense_dense_im2col_f_param_6];
+	ld.param.u32 	%r25, [dense_dense_im2col_f_param_7];
+	ld.param.u32 	%r26, [dense_dense_im2col_f_param_8];
+	ld.param.u32 	%r27, [dense_dense_im2col_f_param_9];
+	ld.param.u32 	%r28, [dense_dense_im2col_f_param_10];
+	ld.param.u32 	%r29, [dense_dense_im2col_f_param_11];
+	ld.param.u32 	%r30, [dense_dense_im2col_f_param_12];
+	ld.param.u32 	%r31, [dense_dense_im2col_f_param_13];
+	ld.param.u32 	%r32, [dense_dense_im2col_f_param_14];
+	ld.param.u32 	%r33, [dense_dense_im2col_f_param_15];
+	ld.param.u32 	%r34, [dense_dense_im2col_f_param_16];
+	mov.u32 	%r36, %ctaid.x;
+	mov.u32 	%r37, %ntid.x;
+	mov.u32 	%r38, %tid.x;
+	mad.lo.s32 	%r1, %r37, %r36, %r38;
+	setp.ge.s32	%p1, %r1, %r35;
+	@%p1 bra 	BB5_9;
+
+	cvta.to.global.u64 	%rd3, %rd1;
+	mul.wide.s32 	%rd4, %r1, 4;
+	add.s64 	%rd5, %rd3, %rd4;
+	ld.global.f32 	%f1, [%rd5];
+	div.s32 	%r2, %r1, %r21;
+	rem.s32 	%r39, %r1, %r21;
+	div.s32 	%r3, %r39, %r22;
+	rem.s32 	%r40, %r39, %r22;
+	div.s32 	%r41, %r40, %r23;
+	rem.s32 	%r42, %r40, %r23;
+	add.s32 	%r4, %r41, %r33;
+	mul.lo.s32 	%r43, %r31, %r26;
+	mov.u32 	%r44, 1;
+	sub.s32 	%r45, %r44, %r43;
+	add.s32 	%r46, %r45, %r4;
+	mov.u32 	%r47, 0;
+	max.s32 	%r67, %r47, %r46;
+	add.s32 	%r48, %r24, -1;
+	min.s32 	%r6, %r48, %r4;
+	add.s32 	%r7, %r42, %r34;
+	mul.lo.s32 	%r49, %r32, %r27;
+	sub.s32 	%r50, %r44, %r49;
+	add.s32 	%r51, %r50, %r7;
+	max.s32 	%r70, %r47, %r51;
+	add.s32 	%r52, %r25, -1;
+	min.s32 	%r9, %r52, %r7;
+
+BB5_2:
+	mov.u32 	%r66, %r67;
+	sub.s32 	%r53, %r4, %r66;
+	rem.s32 	%r54, %r53, %r31;
+	setp.ne.s32	%p2, %r54, 0;
+	setp.le.s32	%p3, %r66, %r6;
+	and.pred  	%p4, %p2, %p3;
+	add.s32 	%r67, %r66, 1;
+	@%p4 bra 	BB5_2;
+
+BB5_3:
+	mov.u32 	%r12, %r70;
+	sub.s32 	%r55, %r7, %r12;
+	rem.s32 	%r56, %r55, %r32;
+	setp.ne.s32	%p5, %r56, 0;
+	setp.le.s32	%p6, %r12, %r9;
+	and.pred  	%p7, %p5, %p6;
+	add.s32 	%r70, %r12, 1;
+	@%p7 bra 	BB5_3;
+
+	setp.gt.s32	%p8, %r66, %r6;
+	@%p8 bra 	BB5_9;
+
+	mul.lo.s32 	%r14, %r2, %r28;
+	mul.lo.s32 	%r15, %r3, %r29;
+	cvta.to.global.u64 	%rd6, %rd2;
+
+BB5_6:
+	sub.s32 	%r57, %r4, %r66;
+	div.s32 	%r58, %r57, %r31;
+	mad.lo.s32 	%r17, %r58, %r27, %r14;
+	setp.gt.s32	%p9, %r12, %r9;
+	mov.u32 	%r69, %r12;
+	@%p9 bra 	BB5_8;
+
+BB5_7:
+	mov.u32 	%r18, %r69;
+	sub.s32 	%r59, %r7, %r18;
+	div.s32 	%r60, %r59, %r32;
+	mad.lo.s32 	%r61, %r66, %r25, %r15;
+	add.s32 	%r62, %r61, %r18;
+	mad.lo.s32 	%r63, %r62, %r30, %r17;
+	add.s32 	%r64, %r63, %r60;
+	mul.wide.s32 	%rd7, %r64, 4;
+	add.s64 	%rd8, %rd6, %rd7;
+	st.global.f32 	[%rd8], %f1;
+	add.s32 	%r19, %r18, %r32;
+	setp.le.s32	%p10, %r19, %r9;
+	mov.u32 	%r69, %r19;
+	@%p10 bra 	BB5_7;
+
+BB5_8:
+	add.s32 	%r66, %r66, %r31;
+	setp.le.s32	%p11, %r66, %r6;
+	@%p11 bra 	BB5_6;
+
+BB5_9:
+	ret;
+}
+
+	// .globl	reorg_knpq_d
+.visible .entry reorg_knpq_d(
+	.param .u64 reorg_knpq_d_param_0,
+	.param .u64 reorg_knpq_d_param_1,
+	.param .u32 reorg_knpq_d_param_2,
+	.param .u32 reorg_knpq_d_param_3,
+	.param .u32 reorg_knpq_d_param_4,
+	.param .u32 reorg_knpq_d_param_5
+)
+{
+	.reg .pred 	%p<2>;
+	.reg .b32 	%r<16>;
+	.reg .f64 	%fd<2>;
+	.reg .b64 	%rd<9>;
+
+
+	ld.param.u64 	%rd1, [reorg_knpq_d_param_0];
+	ld.param.u64 	%rd2, [reorg_knpq_d_param_1];
+	ld.param.u32 	%r5, [reorg_knpq_d_param_2];
+	ld.param.u32 	%r2, [reorg_knpq_d_param_3];
+	ld.param.u32 	%r3, [reorg_knpq_d_param_4];
+	ld.param.u32 	%r4, [reorg_knpq_d_param_5];
+	mov.u32 	%r6, %ctaid.x;
+	mov.u32 	%r7, %ntid.x;
+	mov.u32 	%r8, %tid.x;
+	mad.lo.s32 	%r1, %r7, %r6, %r8;
+	setp.ge.s32	%p1, %r1, %r5;
+	@%p1 bra 	BB6_2;
+
+	cvta.to.global.u64 	%rd3, %rd1;
+	rem.s32 	%r9, %r1, %r2;
+	div.s32 	%r10, %r9, %r4;
+	rem.s32 	%r11, %r9, %r4;
+	mul.wide.s32 	%rd4, %r1, 8;
+	add.s64 	%rd5, %rd3, %rd4;
+	ld.global.f64 	%fd1, [%rd5];
+	div.s32 	%r12, %r1, %r2;
+	mul.lo.s32 	%r13, %r12, %r4;
+	mad.lo.s32 	%r14, %r10, %r3, %r13;
+	add.s32 	%r15, %r14, %r11;
+	cvta.to.global.u64 	%rd6, %rd2;
+	mul.wide.s32 	%rd7, %r15, 8;
+	add.s64 	%rd8, %rd6, %rd7;
+	st.global.f64 	[%rd8], %fd1;
+
+BB6_2:
+	ret;
+}
+
+	// .globl	reorg_knpq_f
+.visible .entry reorg_knpq_f(
+	.param .u64 reorg_knpq_f_param_0,
+	.param .u64 reorg_knpq_f_param_1,
+	.param .u32 reorg_knpq_f_param_2,
+	.param .u32 reorg_knpq_f_param_3,
+	.param .u32 reorg_knpq_f_param_4,
+	.param .u32 reorg_knpq_f_param_5
+)
+{
+	.reg .pred 	%p<2>;
+	.reg .f32 	%f<2>;
+	.reg .b32 	%r<16>;
+	.reg .b64 	%rd<9>;
+
+
+	ld.param.u64 	%rd1, [reorg_knpq_f_param_0];
+	ld.param.u64 	%rd2, [reorg_knpq_f_param_1];
+	ld.param.u32 	%r5, [reorg_knpq_f_param_2];
+	ld.param.u32 	%r2, [reorg_knpq_f_param_3];
+	ld.param.u32 	%r3, [reorg_knpq_f_param_4];
+	ld.param.u32 	%r4, [reorg_knpq_f_param_5];
+	mov.u32 	%r6, %ctaid.x;
+	mov.u32 	%r7, %ntid.x;
+	mov.u32 	%r8, %tid.x;
+	mad.lo.s32 	%r1, %r7, %r6, %r8;
+	setp.ge.s32	%p1, %r1, %r5;
+	@%p1 bra 	BB7_2;
+
+	cvta.to.global.u64 	%rd3, %rd1;
+	rem.s32 	%r9, %r1, %r2;
+	div.s32 	%r10, %r9, %r4;
+	rem.s32 	%r11, %r9, %r4;
+	mul.wide.s32 	%rd4, %r1, 4;
+	add.s64 	%rd5, %rd3, %rd4;
+	ld.global.f32 	%f1, [%rd5];
+	div.s32 	%r12, %r1, %r2;
+	mul.lo.s32 	%r13, %r12, %r4;
+	mad.lo.s32 	%r14, %r10, %r3, %r13;
+	add.s32 	%r15, %r14, %r11;
+	cvta.to.global.u64 	%rd6, %rd2;
+	mul.wide.s32 	%rd7, %r15, 4;
+	add.s64 	%rd8, %rd6, %rd7;
+	st.global.f32 	[%rd8], %f1;
+
+BB7_2:
+	ret;
+}
+
 	// .globl	slice_sparse_dense_row_d
 .visible .entry slice_sparse_dense_row_d(
 	.param .u64 slice_sparse_dense_row_d_param_0,
@@ -137,7 +825,7 @@ BB1_2:
 	mad.lo.s32 	%r1, %r17, %r18, %r19;
 	add.s32 	%r2, %r1, %r15;
 	setp.gt.s32	%p1, %r2, %r16;
-	@%p1 bra 	BB2_6;
+	@%p1 bra 	BB8_6;
 
 	cvta.to.global.u64 	%rd13, %rd10;
 	mul.wide.s32 	%rd14, %r2, 4;
@@ -145,7 +833,7 @@ BB1_2:
 	ld.global.u32 	%r23, [%rd1];
 	ld.global.u32 	%r22, [%rd1+4];
 	setp.ge.s32	%p2, %r23, %r22;
-	@%p2 bra 	BB2_6;
+	@%p2 bra 	BB8_6;
 
 	cvta.to.global.u64 	%rd2, %rd12;
 	cvta.to.global.u64 	%rd15, %rd9;
@@ -157,12 +845,12 @@ BB1_2:
 	mul.wide.s32 	%rd18, %r23, 4;
 	add.s64 	%rd21, %rd16, %rd18;
 
-BB2_3:
+BB8_3:
 	ld.global.u32 	%r8, [%rd21];
 	setp.lt.s32	%p3, %r8, %r12;
 	setp.gt.s32	%p4, %r8, %r13;
 	or.pred  	%p5, %p3, %p4;
-	@%p5 bra 	BB2_5;
+	@%p5 bra 	BB8_5;
 
 	ld.global.f64 	%fd1, [%rd22];
 	add.s32 	%r21, %r5, %r8;
@@ -171,14 +859,14 @@ BB2_3:
 	st.global.f64 	[%rd20], %fd1;
 	ld.global.u32 	%r22, [%rd1+4];
 
-BB2_5:
+BB8_5:
 	add.s64 	%rd22, %rd22, 8;
 	add.s64 	%rd21, %rd21, 4;
 	add.s32 	%r23, %r23, 1;
 	setp.lt.s32	%p6, %r23, %r22;
-	@%p6 bra 	BB2_3;
+	@%p6 bra 	BB8_3;
 
-BB2_6:
+BB8_6:
 	ret;
 }
 
@@ -216,7 +904,7 @@ BB2_6:
 	mad.lo.s32 	%r1, %r17, %r18, %r19;
 	add.s32 	%r2, %r1, %r15;
 	setp.gt.s32	%p1, %r2, %r16;
-	@%p1 bra 	BB3_6;
+	@%p1 bra 	BB9_6;
 
 	cvta.to.global.u64 	%rd13, %rd10;
 	mul.wide.s32 	%rd14, %r2, 4;
@@ -224,7 +912,7 @@ BB2_6:
 	ld.global.u32 	%r23, [%rd1];
 	ld.global.u32 	%r22, [%rd1+4];
 	setp.ge.s32	%p2, %r23, %r22;
-	@%p2 bra 	BB3_6;
+	@%p2 bra 	BB9_6;
 
 	cvta.to.global.u64 	%rd2, %rd12;
 	cvta.to.global.u64 	%rd15, %rd9;
@@ -235,12 +923,12 @@ BB2_6:
 	add.s64 	%rd21, %rd15, %rd17;
 	add.s64 	%rd20, %rd16, %rd17;
 
-BB3_3:
+BB9_3:
 	ld.global.u32 	%r8, [%rd20];
 	setp.lt.s32	%p3, %r8, %r12;
 	setp.gt.s32	%p4, %r8, %r13;
 	or.pred  	%p5, %p3, %p4;
-	@%p5 bra 	BB3_5;
+	@%p5 bra 	BB9_5;
 
 	ld.global.f32 	%f1, [%rd21];
 	add.s32 	%r21, %r5, %r8;
@@ -249,14 +937,14 @@ BB3_3:
 	st.global.f32 	[%rd19], %f1;
 	ld.global.u32 	%r22, [%rd1+4];
 
-BB3_5:
+BB9_5:
 	add.s64 	%rd21, %rd21, 4;
 	add.s64 	%rd20, %rd20, 4;
 	add.s32 	%r23, %r23, 1;
 	setp.lt.s32	%p6, %r23, %r22;
-	@%p6 bra 	BB3_3;
+	@%p6 bra 	BB9_3;
 
-BB3_6:
+BB9_6:
 	ret;
 }
 
@@ -301,7 +989,7 @@ BB3_6:
 	add.s64 	%rd12, %rd1, %rd11;
 	ld.global.u32 	%r15, [%rd12+4];
 	setp.ge.s32	%p1, %r1, %r15;
-	@%p1 bra 	BB4_5;
+	@%p1 bra 	BB10_5;
 
 	cvta.to.global.u64 	%rd2, %rd7;
 	cvta.to.global.u64 	%rd3, %rd5;
@@ -313,11 +1001,11 @@ BB3_6:
 	setp.lt.s32	%p2, %r2, %r6;
 	setp.gt.s32	%p3, %r2, %r7;
 	or.pred  	%p4, %p2, %p3;
-	@%p4 bra 	BB4_5;
+	@%p4 bra 	BB10_5;
 
 	mov.u32 	%r21, %r5;
 
-BB4_3:
+BB10_3:
 	mov.u32 	%r3, %r21;
 	add.s32 	%r4, %r3, 1;
 	mul.wide.s32 	%rd16, %r4, 4;
@@ -325,7 +1013,7 @@ BB4_3:
 	ld.global.u32 	%r16, [%rd17];
 	setp.le.s32	%p5, %r16, %r1;
 	mov.u32 	%r21, %r4;
-	@%p5 bra 	BB4_3;
+	@%p5 bra 	BB10_3;
 
 	shl.b64 	%rd18, %rd4, 3;
 	add.s64 	%rd19, %rd3, %rd18;
@@ -338,7 +1026,7 @@ BB4_3:
 	add.s64 	%rd21, %rd2, %rd20;
 	st.global.f64 	[%rd21], %fd1;
 
-BB4_5:
+BB10_5:
 	ret;
 }
 
@@ -383,7 +1071,7 @@ BB4_5:
 	add.s64 	%rd12, %rd1, %rd11;
 	ld.global.u32 	%r15, [%rd12+4];
 	setp.ge.s32	%p1, %r1, %r15;
-	@%p1 bra 	BB5_5;
+	@%p1 bra 	BB11_5;
 
 	cvta.to.global.u64 	%rd2, %rd7;
 	cvta.to.global.u64 	%rd3, %rd5;
@@ -395,11 +1083,11 @@ BB4_5:
 	setp.lt.s32	%p2, %r2, %r6;
 	setp.gt.s32	%p3, %r2, %r7;
 	or.pred  	%p4, %p2, %p3;
-	@%p4 bra 	BB5_5;
+	@%p4 bra 	BB11_5;
 
 	mov.u32 	%r21, %r5;
 
-BB5_3:
+BB11_3:
 	mov.u32 	%r3, %r21;
 	add.s32 	%r4, %r3, 1;
 	mul.wide.s32 	%rd16, %r4, 4;
@@ -407,7 +1095,7 @@ BB5_3:
 	ld.global.u32 	%r16, [%rd17];
 	setp.le.s32	%p5, %r16, %r1;
 	mov.u32 	%r21, %r4;
-	@%p5 bra 	BB5_3;
+	@%p5 bra 	BB11_3;
 
 	shl.b64 	%rd18, %rd4, 2;
 	add.s64 	%rd19, %rd3, %rd18;
@@ -420,7 +1108,7 @@ BB5_3:
 	add.s64 	%rd21, %rd2, %rd20;
 	st.global.f32 	[%rd21], %f1;
 
-BB5_5:
+BB11_5:
 	ret;
 }
 
@@ -458,10 +1146,10 @@ BB5_5:
 	setp.lt.s32	%p1, %r2, %r7;
 	setp.gt.s32	%p2, %r6, -1;
 	and.pred  	%p3, %p1, %p2;
-	@!%p3 bra 	BB6_2;
-	bra.uni 	BB6_1;
+	@!%p3 bra 	BB12_2;
+	bra.uni 	BB12_1;
 
-BB6_1:
+BB12_1:
 	rem.s32 	%r11, %r1, %r6;
 	cvta.to.global.u64 	%rd3, %rd1;
 	add.s32 	%r12, %r2, %r3;
@@ -475,7 +1163,7 @@ BB6_1:
 	add.s64 	%rd8, %rd6, %rd7;
 	st.global.f64 	[%rd8], %fd1;
 
-BB6_2:
+BB12_2:
 	ret;
 }
 
@@ -513,10 +1201,10 @@ BB6_2:
 	setp.lt.s32	%p1, %r2, %r7;
 	setp.gt.s32	%p2, %r6, -1;
 	and.pred  	%p3, %p1, %p2;
-	@!%p3 bra 	BB7_2;
-	bra.uni 	BB7_1;
+	@!%p3 bra 	BB13_2;
+	bra.uni 	BB13_1;
 
-BB7_1:
+BB13_1:
 	rem.s32 	%r11, %r1, %r6;
 	cvta.to.global.u64 	%rd3, %rd1;
 	add.s32 	%r12, %r2, %r3;
@@ -530,7 +1218,7 @@ BB7_1:
 	add.s64 	%rd8, %rd6, %rd7;
 	st.global.f32 	[%rd8], %f1;
 
-BB7_2:
+BB13_2:
 	ret;
 }
 
@@ -560,10 +1248,10 @@ BB7_2:
 	setp.gt.s32	%p1, %r9, %r8;
 	setp.lt.s32	%p2, %r2, %r4;
 	and.pred  	%p3, %p1, %p2;
-	@!%p3 bra 	BB8_2;
-	bra.uni 	BB8_1;
+	@!%p3 bra 	BB14_2;
+	bra.uni 	BB14_1;
 
-BB8_1:
+BB14_1:
 	cvta.to.global.u64 	%rd2, %rd1;
 	mul.wide.s32 	%rd3, %r1, 8;
 	add.s64 	%rd4, %rd2, %rd3;
@@ -572,7 +1260,7 @@ BB8_1:
 	add.s64 	%rd6, %rd2, %rd5;
 	st.global.f64 	[%rd6], %fd1;
 
-BB8_2:
+BB14_2:
 	ret;
 }
 
@@ -602,10 +1290,10 @@ BB8_2:
 	setp.gt.s32	%p1, %r9, %r8;
 	setp.lt.s32	%p2, %r2, %r4;
 	and.pred  	%p3, %p1, %p2;
-	@!%p3 bra 	BB9_2;
-	bra.uni 	BB9_1;
+	@!%p3 bra 	BB15_2;
+	bra.uni 	BB15_1;
 
-BB9_1:
+BB15_1:
 	cvta.to.global.u64 	%rd2, %rd1;
 	mul.wide.s32 	%rd3, %r1, 4;
 	add.s64 	%rd4, %rd2, %rd3;
@@ -614,7 +1302,7 @@ BB9_1:
 	add.s64 	%rd6, %rd2, %rd5;
 	st.global.f32 	[%rd6], %f1;
 
-BB9_2:
+BB15_2:
 	ret;
 }
 
@@ -644,10 +1332,10 @@ BB9_2:
 	setp.lt.s32	%p1, %r7, %r2;
 	setp.gt.s32	%p2, %r3, -1;
 	and.pred  	%p3, %p1, %p2;
-	@!%p3 bra 	BB10_2;
-	bra.uni 	BB10_1;
+	@!%p3 bra 	BB16_2;
+	bra.uni 	BB16_1;
 
-BB10_1:
+BB16_1:
 	cvta.to.global.u64 	%rd3, %rd1;
 	mul.wide.s32 	%rd4, %r1, 8;
 	add.s64 	%rd5, %rd3, %rd4;
@@ -658,7 +1346,7 @@ BB10_1:
 	add.s64 	%rd7, %rd6, %rd4;
 	st.global.f64 	[%rd7], %fd3;
 
-BB10_2:
+BB16_2:
 	ret;
 }
 
@@ -689,10 +1377,10 @@ BB10_2:
 	setp.lt.s32	%p1, %r7, %r2;
 	setp.gt.s32	%p2, %r3, -1;
 	and.pred  	%p3, %p1, %p2;
-	@!%p3 bra 	BB11_2;
-	bra.uni 	BB11_1;
+	@!%p3 bra 	BB17_2;
+	bra.uni 	BB17_1;
 
-BB11_1:
+BB17_1:
 	cvta.to.global.u64 	%rd3, %rd1;
 	mul.wide.s32 	%rd4, %r1, 4;
 	add.s64 	%rd5, %rd3, %rd4;
@@ -705,7 +1393,7 @@ BB11_1:
 	add.s64 	%rd7, %rd6, %rd4;
 	st.global.f32 	[%rd7], %f2;
 
-BB11_2:
+BB17_2:
 	ret;
 }
 
@@ -737,10 +1425,10 @@ BB11_2:
 	setp.lt.s32	%p1, %r7, %r2;
 	setp.gt.s32	%p2, %r3, -1;
 	and.pred  	%p3, %p1, %p2;
-	@!%p3 bra 	BB12_4;
-	bra.uni 	BB12_1;
+	@!%p3 bra 	BB18_4;
+	bra.uni 	BB18_1;
 
-BB12_1:
+BB18_1:
 	cvta.to.global.u64 	%rd5, %rd2;
 	cvt.s64.s32	%rd1, %r1;
 	mul.wide.s32 	%rd6, %r1, 8;
@@ -748,20 +1436,20 @@ BB12_1:
 	ld.global.f64 	%fd4, [%rd7];
 	mov.f64 	%fd5, 0d0000000000000000;
 	setp.leu.f64	%p4, %fd4, 0d0000000000000000;
-	@%p4 bra 	BB12_3;
+	@%p4 bra 	BB18_3;
 
 	cvta.to.global.u64 	%rd8, %rd3;
 	shl.b64 	%rd9, %rd1, 3;
 	add.s64 	%rd10, %rd8, %rd9;
 	ld.global.f64 	%fd5, [%rd10];
 
-BB12_3:
+BB18_3:
 	cvta.to.global.u64 	%rd11, %rd4;
 	shl.b64 	%rd12, %rd1, 3;
 	add.s64 	%rd13, %rd11, %rd12;
 	st.global.f64 	[%rd13], %fd5;
 
-BB12_4:
+BB18_4:
 	ret;
 }
 
@@ -793,10 +1481,10 @@ BB12_4:
 	setp.lt.s32	%p1, %r7, %r2;
 	setp.gt.s32	%p2, %r3, -1;
 	and.pred  	%p3, %p1, %p2;
-	@!%p3 bra 	BB13_4;
-	bra.uni 	BB13_1;
+	@!%p3 bra 	BB19_4;
+	bra.uni 	BB19_1;
 
-BB13_1:
+BB19_1:
 	cvta.to.global.u64 	%rd5, %rd2;
 	cvt.s64.s32	%rd1, %r1;
 	mul.wide.s32 	%rd6, %r1, 4;
@@ -804,20 +1492,20 @@ BB13_1:
 	ld.global.f32 	%f4, [%rd7];
 	mov.f32 	%f5, 0f00000000;
 	setp.leu.f32	%p4, %f4, 0f00000000;
-	@%p4 bra 	BB13_3;
+	@%p4 bra 	BB19_3;
 
 	cvta.to.global.u64 	%rd8, %rd3;
 	shl.b64 	%rd9, %rd1, 2;
 	add.s64 	%rd10, %rd8, %rd9;
 	ld.global.f32 	%f5, [%rd10];
 
-BB13_3:
+BB19_3:
 	cvta.to.global.u64 	%rd11, %rd4;
 	shl.b64 	%rd12, %rd1, 2;
 	add.s64 	%rd13, %rd11, %rd12;
 	st.global.f32 	[%rd13], %f5;
 
-BB13_4:
+BB19_4:
 	ret;
 }
 
@@ -847,10 +1535,10 @@ BB13_4:
 	setp.lt.s32	%p1, %r7, %r2;
 	setp.gt.s32	%p2, %r3, -1;
 	and.pred  	%p3, %p1, %p2;
-	@!%p3 bra 	BB14_2;
-	bra.uni 	BB14_1;
+	@!%p3 bra 	BB20_2;
+	bra.uni 	BB20_1;
 
-BB14_1:
+BB20_1:
 	cvta.to.global.u64 	%rd3, %rd1;
 	mul.wide.s32 	%rd4, %r1, 8;
 	add.s64 	%rd5, %rd3, %rd4;
@@ -861,7 +1549,7 @@ BB14_1:
 	add.f64 	%fd3, %fd2, %fd1;
 	st.global.f64 	[%rd7], %fd3;
 
-BB14_2:
+BB20_2:
 	ret;
 }
 
@@ -891,10 +1579,10 @@ BB14_2:
 	setp.lt.s32	%p1, %r7, %r2;
 	setp.gt.s32	%p2, %r3, -1;
 	and.pred  	%p3, %p1, %p2;
-	@!%p3 bra 	BB15_2;
-	bra.uni 	BB15_1;
+	@!%p3 bra 	BB21_2;
+	bra.uni 	BB21_1;
 
-BB15_1:
+BB21_1:
 	cvta.to.global.u64 	%rd3, %rd1;
 	mul.wide.s32 	%rd4, %r1, 4;
 	add.s64 	%rd5, %rd3, %rd4;
@@ -905,7 +1593,7 @@ BB15_1:
 	add.f32 	%f3, %f2, %f1;
 	st.global.f32 	[%rd7], %f3;
 
-BB15_2:
+BB21_2:
 	ret;
 }
 
@@ -939,10 +1627,10 @@ BB15_2:
 	setp.lt.s32	%p1, %r8, %r4;
 	setp.gt.s32	%p2, %r2, -1;
 	and.pred  	%p3, %p1, %p2;
-	@!%p3 bra 	BB16_2;
-	bra.uni 	BB16_1;
+	@!%p3 bra 	BB22_2;
+	bra.uni 	BB22_1;
 
-BB16_1:
+BB22_1:
 	rem.s32 	%r9, %r1, %r2;
 	cvta.to.global.u64 	%rd4, %rd1;
 	mul.wide.s32 	%rd5, %r1, 8;
@@ -958,7 +1646,7 @@ BB16_1:
 	add.s64 	%rd11, %rd10, %rd5;
 	st.global.f64 	[%rd11], %fd3;
 
-BB16_2:
+BB22_2:
 	ret;
 }
 
@@ -992,10 +1680,10 @@ BB16_2:
 	setp.lt.s32	%p1, %r8, %r4;
 	setp.gt.s32	%p2, %r2, -1;
 	and.pred  	%p3, %p1, %p2;
-	@!%p3 bra 	BB17_2;
-	bra.uni 	BB17_1;
+	@!%p3 bra 	BB23_2;
+	bra.uni 	BB23_1;
 
-BB17_1:
+BB23_1:
 	rem.s32 	%r9, %r1, %r2;
 	cvta.to.global.u64 	%rd4, %rd1;
 	mul.wide.s32 	%rd5, %r1, 4;
@@ -1011,7 +1699,7 @@ BB17_1:
 	add.s64 	%rd11, %rd10, %rd5;
 	st.global.f32 	[%rd11], %f3;
 
-BB17_2:
+BB23_2:
 	ret;
 }
 
@@ -1050,10 +1738,10 @@ BB17_2:
 	setp.lt.s32	%p1, %r1, %r5;
 	setp.gt.s32	%p2, %r3, -1;
 	and.pred  	%p3, %p1, %p2;
-	@!%p3 bra 	BB18_4;
-	bra.uni 	BB18_1;
+	@!%p3 bra 	BB24_4;
+	bra.uni 	BB24_1;
 
-BB18_1:
+BB24_1:
 	cvta.to.global.u64 	%rd6, %rd4;
 	mad.lo.s32 	%r10, %r1, %r3, %r2;
 	cvta.to.global.u64 	%rd7, %rd3;
@@ -1062,25 +1750,25 @@ BB18_1:
 	ld.global.f64 	%fd1, [%rd9];
 	add.s64 	%rd2, %rd6, %rd8;
 	setp.eq.s32	%p4, %r4, 1;
-	@%p4 bra 	BB18_3;
-	bra.uni 	BB18_2;
+	@%p4 bra 	BB24_3;
+	bra.uni 	BB24_2;
 
-BB18_3:
+BB24_3:
 	mul.wide.s32 	%rd12, %r2, 8;
 	add.s64 	%rd13, %rd1, %rd12;
 	ld.global.f64 	%fd5, [%rd13];
 	fma.rn.f64 	%fd6, %fd5, %fd2, %fd1;
 	st.global.f64 	[%rd2], %fd6;
-	bra.uni 	BB18_4;
+	bra.uni 	BB24_4;
 
-BB18_2:
+BB24_2:
 	mul.wide.s32 	%rd10, %r1, 8;
 	add.s64 	%rd11, %rd1, %rd10;
 	ld.global.f64 	%fd3, [%rd11];
 	fma.rn.f64 	%fd4, %fd3, %fd2, %fd1;
 	st.global.f64 	[%rd2], %fd4;
 
-BB18_4:
+BB24_4:
 	ret;
 }
 
@@ -1120,10 +1808,10 @@ BB18_4:
 	setp.lt.s32	%p1, %r1, %r5;
 	setp.gt.s32	%p2, %r3, -1;
 	and.pred  	%p3, %p1, %p2;
-	@!%p3 bra 	BB19_4;
-	bra.uni 	BB19_1;
+	@!%p3 bra 	BB25_4;
+	bra.uni 	BB25_1;
 
-BB19_1:
+BB25_1:
 	cvta.to.global.u64 	%rd6, %rd4;
 	mad.lo.s32 	%r10, %r1, %r3, %r2;
 	cvta.to.global.u64 	%rd7, %rd3;
@@ -1133,10 +1821,10 @@ BB19_1:
 	cvt.f64.f32	%fd1, %f1;
 	add.s64 	%rd2, %rd6, %rd8;
 	setp.eq.s32	%p4, %r4, 1;
-	@%p4 bra 	BB19_3;
-	bra.uni 	BB19_2;
+	@%p4 bra 	BB25_3;
+	bra.uni 	BB25_2;
 
-BB19_3:
+BB25_3:
 	mul.wide.s32 	%rd12, %r2, 4;
 	add.s64 	%rd13, %rd1, %rd12;
 	ld.global.f32 	%f4, [%rd13];
@@ -1144,9 +1832,9 @@ BB19_3:
 	fma.rn.f64 	%fd6, %fd5, %fd2, %fd1;
 	cvt.rn.f32.f64	%f5, %fd6;
 	st.global.f32 	[%rd2], %f5;
-	bra.uni 	BB19_4;
+	bra.uni 	BB25_4;
 
-BB19_2:
+BB25_2:
 	mul.wide.s32 	%rd10, %r1, 4;
 	add.s64 	%rd11, %rd1, %rd10;
 	ld.global.f32 	%f2, [%rd11];
@@ -1155,7 +1843,7 @@ BB19_2:
 	cvt.rn.f32.f64	%f3, %fd4;
 	st.global.f32 	[%rd2], %f3;
 
-BB19_4:
+BB25_4:
 	ret;
 }
 
@@ -1189,10 +1877,10 @@ BB19_4:
 	setp.lt.s32	%p1, %r8, %r4;
 	setp.gt.s32	%p2, %r2, -1;
 	and.pred  	%p3, %p1, %p2;
-	@!%p3 bra 	BB20_2;
-	bra.uni 	BB20_1;
+	@!%p3 bra 	BB26_2;
+	bra.uni 	BB26_1;
 
-BB20_1:
+BB26_1:
 	rem.s32 	%r9, %r1, %r2;
 	cvta.to.global.u64 	%rd4, %rd1;
 	mul.wide.s32 	%rd5, %r1, 8;
@@ -1208,7 +1896,7 @@ BB20_1:
 	add.s64 	%rd11, %rd10, %rd5;
 	st.global.f64 	[%rd11], %fd3;
 
-BB20_2:
+BB26_2:
 	ret;
 }
 
@@ -1242,10 +1930,10 @@ BB20_2:
 	setp.lt.s32	%p1, %r8, %r4;
 	setp.gt.s32	%p2, %r2, -1;
 	and.pred  	%p3, %p1, %p2;
-	@!%p3 bra 	BB21_2;
-	bra.uni 	BB21_1;
+	@!%p3 bra 	BB27_2;
+	bra.uni 	BB27_1;
 
-BB21_1:
+BB27_1:
 	rem.s32 	%r9, %r1, %r2;
 	cvta.to.global.u64 	%rd4, %rd1;
 	mul.wide.s32 	%rd5, %r1, 4;
@@ -1261,7 +1949,7 @@ BB21_1:
 	add.s64 	%rd11, %rd10, %rd5;
 	st.global.f32 	[%rd11], %f3;
 
-BB21_2:
+BB27_2:
 	ret;
 }
 
@@ -1299,10 +1987,10 @@ BB21_2:
 	setp.lt.s32	%p2, %r2, %r10;
 	setp.gt.s32	%p3, %r6, -1;
 	and.pred  	%p4, %p2, %p3;
-	@!%p4 bra 	BB22_65;
-	bra.uni 	BB22_1;
+	@!%p4 bra 	BB28_65;
+	bra.uni 	BB28_1;
 
-BB22_1:
+BB28_1:
 	rem.s32 	%r14, %r1, %r6;
 	cvta.to.global.u64 	%rd5, %rd2;
 	mad.lo.s32 	%r3, %r2, %r6, %r14;
@@ -1323,47 +2011,47 @@ BB22_1:
 	ld.global.f64 	%fd2, [%rd10];
 	mov.f64 	%fd54, 0d7FEFFFFFFFFFFFFF;
 	setp.gt.s32	%p9, %r9, 8;
-	@%p9 bra 	BB22_18;
+	@%p9 bra 	BB28_18;
 
 	setp.gt.s32	%p23, %r9, 3;
-	@%p23 bra 	BB22_10;
+	@%p23 bra 	BB28_10;
 
 	setp.gt.s32	%p30, %r9, 1;
-	@%p30 bra 	BB22_7;
+	@%p30 bra 	BB28_7;
 
 	setp.eq.s32	%p33, %r9, 0;
-	@%p33 bra 	BB22_63;
-	bra.uni 	BB22_5;
+	@%p33 bra 	BB28_63;
+	bra.uni 	BB28_5;
 
-BB22_63:
+BB28_63:
 	add.f64 	%fd54, %fd1, %fd2;
-	bra.uni 	BB22_64;
+	bra.uni 	BB28_64;
 
-BB22_18:
+BB28_18:
 	setp.gt.s32	%p10, %r9, 13;
-	@%p10 bra 	BB22_27;
+	@%p10 bra 	BB28_27;
 
 	setp.gt.s32	%p17, %r9, 10;
-	@%p17 bra 	BB22_23;
+	@%p17 bra 	BB28_23;
 
 	setp.eq.s32	%p21, %r9, 9;
-	@%p21 bra 	BB22_45;
-	bra.uni 	BB22_21;
+	@%p21 bra 	BB28_45;
+	bra.uni 	BB28_21;
 
-BB22_45:
+BB28_45:
 	setp.eq.f64	%p50, %fd1, %fd2;
 	selp.f64	%fd54, 0d3FF0000000000000, 0d0000000000000000, %p50;
-	bra.uni 	BB22_64;
+	bra.uni 	BB28_64;
 
-BB22_10:
+BB28_10:
 	setp.gt.s32	%p24, %r9, 5;
-	@%p24 bra 	BB22_14;
+	@%p24 bra 	BB28_14;
 
 	setp.eq.s32	%p28, %r9, 4;
-	@%p28 bra 	BB22_48;
-	bra.uni 	BB22_12;
+	@%p28 bra 	BB28_48;
+	bra.uni 	BB28_12;
 
-BB22_48:
+BB28_48:
 	{
 	.reg .b32 %temp; 
 	mov.b64 	{%temp, %r4}, %fd1;
@@ -1399,10 +2087,10 @@ BB22_48:
 	}// Callseq End 0
 	setp.lt.s32	%p56, %r4, 0;
 	and.pred  	%p1, %p56, %p55;
-	@!%p1 bra 	BB22_50;
-	bra.uni 	BB22_49;
+	@!%p1 bra 	BB28_50;
+	bra.uni 	BB28_49;
 
-BB22_49:
+BB28_49:
 	{
 	.reg .b32 %temp; 
 	mov.b64 	{%temp, %r33}, %fd53;
@@ -1414,30 +2102,30 @@ BB22_49:
 	}
 	mov.b64 	%fd53, {%r35, %r34};
 
-BB22_50:
+BB28_50:
 	mov.f64 	%fd52, %fd53;
 	setp.eq.f64	%p57, %fd1, 0d0000000000000000;
-	@%p57 bra 	BB22_53;
-	bra.uni 	BB22_51;
+	@%p57 bra 	BB28_53;
+	bra.uni 	BB28_51;
 
-BB22_53:
+BB28_53:
 	selp.b32	%r36, %r4, 0, %p55;
 	or.b32  	%r37, %r36, 2146435072;
 	setp.lt.s32	%p61, %r5, 0;
 	selp.b32	%r38, %r37, %r36, %p61;
 	mov.u32 	%r39, 0;
 	mov.b64 	%fd52, {%r39, %r38};
-	bra.uni 	BB22_54;
+	bra.uni 	BB28_54;
 
-BB22_27:
+BB28_27:
 	setp.gt.s32	%p11, %r9, 15;
-	@%p11 bra 	BB22_31;
+	@%p11 bra 	BB28_31;
 
 	setp.eq.s32	%p15, %r9, 14;
-	@%p15 bra 	BB22_42;
-	bra.uni 	BB22_29;
+	@%p15 bra 	BB28_42;
+	bra.uni 	BB28_29;
 
-BB22_42:
+BB28_42:
 	cvt.rni.s64.f64	%rd11, %fd1;
 	cvt.rni.s64.f64	%rd12, %fd2;
 	cvt.u32.u64	%r25, %rd11;
@@ -1445,61 +2133,61 @@ BB22_42:
 	or.b32  	%r27, %r26, %r25;
 	setp.eq.s32	%p47, %r27, 0;
 	selp.f64	%fd54, 0d0000000000000000, 0d3FF0000000000000, %p47;
-	bra.uni 	BB22_64;
+	bra.uni 	BB28_64;
 
-BB22_7:
+BB28_7:
 	setp.eq.s32	%p31, %r9, 2;
-	@%p31 bra 	BB22_62;
-	bra.uni 	BB22_8;
+	@%p31 bra 	BB28_62;
+	bra.uni 	BB28_8;
 
-BB22_62:
+BB28_62:
 	mul.f64 	%fd54, %fd1, %fd2;
-	bra.uni 	BB22_64;
+	bra.uni 	BB28_64;
 
-BB22_23:
+BB28_23:
 	setp.eq.s32	%p18, %r9, 11;
-	@%p18 bra 	BB22_44;
+	@%p18 bra 	BB28_44;
 
 	setp.eq.s32	%p19, %r9, 12;
-	@%p19 bra 	BB22_43;
-	bra.uni 	BB22_25;
+	@%p19 bra 	BB28_43;
+	bra.uni 	BB28_25;
 
-BB22_43:
+BB28_43:
 	max.f64 	%fd54, %fd1, %fd2;
-	bra.uni 	BB22_64;
+	bra.uni 	BB28_64;
 
-BB22_14:
+BB28_14:
 	setp.eq.s32	%p25, %r9, 6;
-	@%p25 bra 	BB22_47;
+	@%p25 bra 	BB28_47;
 
 	setp.eq.s32	%p26, %r9, 7;
-	@%p26 bra 	BB22_46;
-	bra.uni 	BB22_16;
+	@%p26 bra 	BB28_46;
+	bra.uni 	BB28_16;
 
-BB22_46:
+BB28_46:
 	setp.gt.f64	%p52, %fd1, %fd2;
 	selp.f64	%fd54, 0d3FF0000000000000, 0d0000000000000000, %p52;
-	bra.uni 	BB22_64;
+	bra.uni 	BB28_64;
 
-BB22_31:
+BB28_31:
 	setp.eq.s32	%p12, %r9, 16;
-	@%p12 bra 	BB22_41;
+	@%p12 bra 	BB28_41;
 
 	setp.eq.s32	%p13, %r9, 17;
-	@%p13 bra 	BB22_37;
-	bra.uni 	BB22_33;
+	@%p13 bra 	BB28_37;
+	bra.uni 	BB28_33;
 
-BB22_37:
+BB28_37:
 	setp.eq.f64	%p39, %fd2, 0d0000000000000000;
 	setp.eq.f64	%p40, %fd2, 0d8000000000000000;
 	or.pred  	%p41, %p39, %p40;
 	mov.f64 	%fd54, 0d7FF8000000000000;
-	@%p41 bra 	BB22_64;
+	@%p41 bra 	BB28_64;
 
 	div.rn.f64 	%fd54, %fd1, %fd2;
 	abs.f64 	%fd39, %fd54;
 	setp.gtu.f64	%p42, %fd39, 0d7FF0000000000000;
-	@%p42 bra 	BB22_64;
+	@%p42 bra 	BB28_64;
 
 	{
 	.reg .b32 %temp; 
@@ -1513,74 +2201,74 @@ BB22_37:
 	setp.ne.s32	%p43, %r24, 2146435072;
 	setp.ne.s32	%p44, %r22, 0;
 	or.pred  	%p45, %p43, %p44;
-	@!%p45 bra 	BB22_64;
-	bra.uni 	BB22_40;
+	@!%p45 bra 	BB28_64;
+	bra.uni 	BB28_40;
 
-BB22_40:
+BB28_40:
 	cvt.rmi.f64.f64	%fd40, %fd54;
 	mul.f64 	%fd41, %fd2, %fd40;
 	sub.f64 	%fd54, %fd1, %fd41;
-	bra.uni 	BB22_64;
+	bra.uni 	BB28_64;
 
-BB22_5:
+BB28_5:
 	setp.eq.s32	%p34, %r9, 1;
-	@%p34 bra 	BB22_6;
-	bra.uni 	BB22_64;
+	@%p34 bra 	BB28_6;
+	bra.uni 	BB28_64;
 
-BB22_6:
+BB28_6:
 	sub.f64 	%fd54, %fd1, %fd2;
-	bra.uni 	BB22_64;
+	bra.uni 	BB28_64;
 
-BB22_21:
+BB28_21:
 	setp.eq.s32	%p22, %r9, 10;
-	@%p22 bra 	BB22_22;
-	bra.uni 	BB22_64;
+	@%p22 bra 	BB28_22;
+	bra.uni 	BB28_64;
 
-BB22_22:
+BB28_22:
 	setp.neu.f64	%p49, %fd1, %fd2;
 	selp.f64	%fd54, 0d3FF0000000000000, 0d0000000000000000, %p49;
-	bra.uni 	BB22_64;
+	bra.uni 	BB28_64;
 
-BB22_12:
+BB28_12:
 	setp.eq.s32	%p29, %r9, 5;
-	@%p29 bra 	BB22_13;
-	bra.uni 	BB22_64;
+	@%p29 bra 	BB28_13;
+	bra.uni 	BB28_64;
 
-BB22_13:
+BB28_13:
 	setp.lt.f64	%p54, %fd1, %fd2;
 	selp.f64	%fd54, 0d3FF0000000000000, 0d0000000000000000, %p54;
-	bra.uni 	BB22_64;
+	bra.uni 	BB28_64;
 
-BB22_29:
+BB28_29:
 	setp.eq.s32	%p16, %r9, 15;
-	@%p16 bra 	BB22_30;
-	bra.uni 	BB22_64;
+	@%p16 bra 	BB28_30;
+	bra.uni 	BB28_64;
 
-BB22_30:
+BB28_30:
 	mul.f64 	%fd43, %fd1, %fd2;
 	mov.f64 	%fd44, 0d3FF0000000000000;
 	sub.f64 	%fd54, %fd44, %fd43;
-	bra.uni 	BB22_64;
+	bra.uni 	BB28_64;
 
-BB22_8:
+BB28_8:
 	setp.eq.s32	%p32, %r9, 3;
-	@%p32 bra 	BB22_9;
-	bra.uni 	BB22_64;
+	@%p32 bra 	BB28_9;
+	bra.uni 	BB28_64;
 
-BB22_9:
+BB28_9:
 	div.rn.f64 	%fd54, %fd1, %fd2;
-	bra.uni 	BB22_64;
+	bra.uni 	BB28_64;
 
-BB22_44:
+BB28_44:
 	min.f64 	%fd54, %fd1, %fd2;
-	bra.uni 	BB22_64;
+	bra.uni 	BB28_64;
 
-BB22_25:
+BB28_25:
 	setp.eq.s32	%p20, %r9, 13;
-	@%p20 bra 	BB22_26;
-	bra.uni 	BB22_64;
+	@%p20 bra 	BB28_26;
+	bra.uni 	BB28_64;
 
-BB22_26:
+BB28_26:
 	cvt.rni.s64.f64	%rd13, %fd1;
 	cvt.rni.s64.f64	%rd14, %fd2;
 	cvt.u32.u64	%r28, %rd13;
@@ -1588,37 +2276,37 @@ BB22_26:
 	and.b32  	%r30, %r29, %r28;
 	setp.eq.s32	%p48, %r30, 0;
 	selp.f64	%fd54, 0d0000000000000000, 0d3FF0000000000000, %p48;
-	bra.uni 	BB22_64;
+	bra.uni 	BB28_64;
 
-BB22_47:
+BB28_47:
 	setp.le.f64	%p53, %fd1, %fd2;
 	selp.f64	%fd54, 0d3FF0000000000000, 0d0000000000000000, %p53;
-	bra.uni 	BB22_64;
+	bra.uni 	BB28_64;
 
-BB22_16:
+BB28_16:
 	setp.eq.s32	%p27, %r9, 8;
-	@%p27 bra 	BB22_17;
-	bra.uni 	BB22_64;
+	@%p27 bra 	BB28_17;
+	bra.uni 	BB28_64;
 
-BB22_17:
+BB28_17:
 	setp.ge.f64	%p51, %fd1, %fd2;
 	selp.f64	%fd54, 0d3FF0000000000000, 0d0000000000000000, %p51;
-	bra.uni 	BB22_64;
+	bra.uni 	BB28_64;
 
-BB22_41:
+BB28_41:
 	setp.neu.f64	%p46, %fd1, 0d0000000000000000;
 	sub.f64 	%fd42, %fd1, %fd2;
 	selp.f64	%fd54, %fd42, 0d0000000000000000, %p46;
-	bra.uni 	BB22_64;
+	bra.uni 	BB28_64;
 
-BB22_33:
+BB28_33:
 	setp.ne.s32	%p14, %r9, 18;
-	@%p14 bra 	BB22_64;
+	@%p14 bra 	BB28_64;
 
 	div.rn.f64 	%fd54, %fd1, %fd2;
 	abs.f64 	%fd37, %fd54;
 	setp.gtu.f64	%p35, %fd37, 0d7FF0000000000000;
-	@%p35 bra 	BB22_64;
+	@%p35 bra 	BB28_64;
 
 	{
 	.reg .b32 %temp; 
@@ -1632,22 +2320,22 @@ BB22_33:
 	setp.ne.s32	%p36, %r21, 2146435072;
 	setp.ne.s32	%p37, %r19, 0;
 	or.pred  	%p38, %p36, %p37;
-	@!%p38 bra 	BB22_64;
-	bra.uni 	BB22_36;
+	@!%p38 bra 	BB28_64;
+	bra.uni 	BB28_36;
 
-BB22_36:
+BB28_36:
 	cvt.rmi.f64.f64	%fd54, %fd54;
-	bra.uni 	BB22_64;
+	bra.uni 	BB28_64;
 
-BB22_51:
+BB28_51:
 	setp.gt.s32	%p58, %r4, -1;
-	@%p58 bra 	BB22_54;
+	@%p58 bra 	BB28_54;
 
 	cvt.rzi.f64.f64	%fd45, %fd2;
 	setp.neu.f64	%p59, %fd45, %fd2;
 	selp.f64	%fd52, 0dFFF8000000000000, %fd52, %p59;
 
-BB22_54:
+BB28_54:
 	mov.f64 	%fd25, %fd52;
 	add.f64 	%fd26, %fd1, %fd2;
 	{
@@ -1657,17 +2345,17 @@ BB22_54:
 	and.b32  	%r41, %r40, 2146435072;
 	setp.ne.s32	%p62, %r41, 2146435072;
 	mov.f64 	%fd51, %fd25;
-	@%p62 bra 	BB22_61;
+	@%p62 bra 	BB28_61;
 
 	setp.gtu.f64	%p63, %fd19, 0d7FF0000000000000;
 	mov.f64 	%fd51, %fd26;
-	@%p63 bra 	BB22_61;
+	@%p63 bra 	BB28_61;
 
 	abs.f64 	%fd46, %fd2;
 	setp.gtu.f64	%p64, %fd46, 0d7FF0000000000000;
 	mov.f64 	%fd50, %fd26;
 	mov.f64 	%fd51, %fd50;
-	@%p64 bra 	BB22_61;
+	@%p64 bra 	BB28_61;
 
 	{
 	.reg .b32 %temp; 
@@ -1677,10 +2365,10 @@ BB22_54:
 	setp.eq.s32	%p65, %r43, 2146435072;
 	setp.eq.s32	%p66, %r42, 0;
 	and.pred  	%p67, %p65, %p66;
-	@%p67 bra 	BB22_60;
-	bra.uni 	BB22_58;
+	@%p67 bra 	BB28_60;
+	bra.uni 	BB28_58;
 
-BB22_60:
+BB28_60:
 	setp.gt.f64	%p71, %fd19, 0d3FF0000000000000;
 	selp.b32	%r51, 2146435072, 0, %p71;
 	xor.b32  	%r52, %r51, 2146435072;
@@ -1690,9 +2378,9 @@ BB22_60:
 	selp.b32	%r54, 1072693248, %r53, %p73;
 	mov.u32 	%r55, 0;
 	mov.b64 	%fd51, {%r55, %r54};
-	bra.uni 	BB22_61;
+	bra.uni 	BB28_61;
 
-BB22_58:
+BB28_58:
 	{
 	.reg .b32 %temp; 
 	mov.b64 	{%r44, %temp}, %fd1;
@@ -1702,10 +2390,10 @@ BB22_58:
 	setp.eq.s32	%p69, %r44, 0;
 	and.pred  	%p70, %p68, %p69;
 	mov.f64 	%fd51, %fd25;
-	@!%p70 bra 	BB22_61;
-	bra.uni 	BB22_59;
+	@!%p70 bra 	BB28_61;
+	bra.uni 	BB28_59;
 
-BB22_59:
+BB28_59:
 	shr.s32 	%r46, %r5, 31;
 	and.b32  	%r47, %r46, -2146435072;
 	selp.b32	%r48, -1048576, 2146435072, %p1;
@@ -1713,20 +2401,20 @@ BB22_59:
 	mov.u32 	%r50, 0;
 	mov.b64 	%fd51, {%r50, %r49};
 
-BB22_61:
+BB28_61:
 	setp.eq.f64	%p74, %fd2, 0d0000000000000000;
 	setp.eq.f64	%p75, %fd1, 0d3FF0000000000000;
 	or.pred  	%p76, %p75, %p74;
 	selp.f64	%fd54, 0d3FF0000000000000, %fd51, %p76;
 
-BB22_64:
+BB28_64:
 	cvta.to.global.u64 	%rd16, %rd4;
 	mul.wide.s32 	%rd17, %r3, 8;
 	add.s64 	%rd18, %rd16, %rd17;
 	st.global.f64 	[%rd18], %fd54;
 	bar.sync 	0;
 
-BB22_65:
+BB28_65:
 	ret;
 }
 
@@ -1764,10 +2452,10 @@ BB22_65:
 	setp.lt.s32	%p2, %r2, %r8;
 	setp.gt.s32	%p3, %r4, -1;
 	and.pred  	%p4, %p2, %p3;
-	@!%p4 bra 	BB23_63;
-	bra.uni 	BB23_1;
+	@!%p4 bra 	BB29_63;
+	bra.uni 	BB29_1;
 
-BB23_1:
+BB29_1:
 	rem.s32 	%r12, %r1, %r4;
 	cvta.to.global.u64 	%rd4, %rd1;
 	mad.lo.s32 	%r3, %r2, %r4, %r12;
@@ -1788,47 +2476,47 @@ BB23_1:
 	ld.global.f32 	%f2, [%rd9];
 	mov.f32 	%f133, 0f7F7FFFFF;
 	setp.gt.s32	%p9, %r7, 8;
-	@%p9 bra 	BB23_18;
+	@%p9 bra 	BB29_18;
 
 	setp.gt.s32	%p23, %r7, 3;
-	@%p23 bra 	BB23_10;
+	@%p23 bra 	BB29_10;
 
 	setp.gt.s32	%p30, %r7, 1;
-	@%p30 bra 	BB23_7;
+	@%p30 bra 	BB29_7;
 
 	setp.eq.s32	%p33, %r7, 0;
-	@%p33 bra 	BB23_61;
-	bra.uni 	BB23_5;
+	@%p33 bra 	BB29_61;
+	bra.uni 	BB29_5;
 
-BB23_61:
+BB29_61:
 	add.f32 	%f133, %f1, %f2;
-	bra.uni 	BB23_62;
+	bra.uni 	BB29_62;
 
-BB23_18:
+BB29_18:
 	setp.gt.s32	%p10, %r7, 13;
-	@%p10 bra 	BB23_27;
+	@%p10 bra 	BB29_27;
 
 	setp.gt.s32	%p17, %r7, 10;
-	@%p17 bra 	BB23_23;
+	@%p17 bra 	BB29_23;
 
 	setp.eq.s32	%p21, %r7, 9;
-	@%p21 bra 	BB23_43;
-	bra.uni 	BB23_21;
+	@%p21 bra 	BB29_43;
+	bra.uni 	BB29_21;
 
-BB23_43:
+BB29_43:
 	setp.eq.f32	%p44, %f1, %f2;
 	selp.f32	%f133, 0f3F800000, 0f00000000, %p44;
-	bra.uni 	BB23_62;
+	bra.uni 	BB29_62;
 
-BB23_10:
+BB29_10:
 	setp.gt.s32	%p24, %r7, 5;
-	@%p24 bra 	BB23_14;
+	@%p24 bra 	BB29_14;
 
 	setp.eq.s32	%p28, %r7, 4;
-	@%p28 bra 	BB23_46;
-	bra.uni 	BB23_12;
+	@%p28 bra 	BB29_46;
+	bra.uni 	BB29_12;
 
-BB23_46:
+BB29_46:
 	mul.f32 	%f53, %f2, 0f3F000000;
 	cvt.rzi.f32.f32	%f54, %f53;
 	fma.rn.f32 	%f55, %f54, 0fC0000000, %f2;
@@ -1928,11 +2616,11 @@ BB23_46:
 	setp.gt.f32	%p54, %f115, 0f42D20000;
 	selp.f32	%f131, 0f7F800000, %f125, %p54;
 	setp.eq.f32	%p55, %f131, 0f7F800000;
-	@%p55 bra 	BB23_48;
+	@%p55 bra 	BB29_48;
 
 	fma.rn.f32 	%f131, %f131, %f22, %f131;
 
-BB23_48:
+BB29_48:
 	setp.lt.f32	%p56, %f1, 0f00000000;
 	setp.eq.f32	%p57, %f19, 0f3F800000;
 	and.pred  	%p1, %p56, %p57;
@@ -1941,10 +2629,10 @@ BB23_48:
 	mov.b32 	 %f126, %r30;
 	selp.f32	%f132, %f126, %f131, %p1;
 	setp.eq.f32	%p58, %f1, 0f00000000;
-	@%p58 bra 	BB23_51;
-	bra.uni 	BB23_49;
+	@%p58 bra 	BB29_51;
+	bra.uni 	BB29_49;
 
-BB23_51:
+BB29_51:
 	add.f32 	%f128, %f1, %f1;
 	mov.b32 	 %r31, %f128;
 	selp.b32	%r32, %r31, 0, %p57;
@@ -1952,17 +2640,17 @@ BB23_51:
 	setp.lt.f32	%p62, %f2, 0f00000000;
 	selp.b32	%r34, %r33, %r32, %p62;
 	mov.b32 	 %f132, %r34;
-	bra.uni 	BB23_52;
+	bra.uni 	BB29_52;
 
-BB23_27:
+BB29_27:
 	setp.gt.s32	%p11, %r7, 15;
-	@%p11 bra 	BB23_31;
+	@%p11 bra 	BB29_31;
 
 	setp.eq.s32	%p15, %r7, 14;
-	@%p15 bra 	BB23_40;
-	bra.uni 	BB23_29;
+	@%p15 bra 	BB29_40;
+	bra.uni 	BB29_29;
 
-BB23_40:
+BB29_40:
 	cvt.rni.s64.f32	%rd10, %f1;
 	cvt.rni.s64.f32	%rd11, %f2;
 	cvt.u32.u64	%r17, %rd10;
@@ -1970,126 +2658,126 @@ BB23_40:
 	or.b32  	%r19, %r18, %r17;
 	setp.eq.s32	%p41, %r19, 0;
 	selp.f32	%f133, 0f00000000, 0f3F800000, %p41;
-	bra.uni 	BB23_62;
+	bra.uni 	BB29_62;
 
-BB23_7:
+BB29_7:
 	setp.eq.s32	%p31, %r7, 2;
-	@%p31 bra 	BB23_60;
-	bra.uni 	BB23_8;
+	@%p31 bra 	BB29_60;
+	bra.uni 	BB29_8;
 
-BB23_60:
+BB29_60:
 	mul.f32 	%f133, %f1, %f2;
-	bra.uni 	BB23_62;
+	bra.uni 	BB29_62;
 
-BB23_23:
+BB29_23:
 	setp.eq.s32	%p18, %r7, 11;
-	@%p18 bra 	BB23_42;
+	@%p18 bra 	BB29_42;
 
 	setp.eq.s32	%p19, %r7, 12;
-	@%p19 bra 	BB23_41;
-	bra.uni 	BB23_25;
+	@%p19 bra 	BB29_41;
+	bra.uni 	BB29_25;
 
-BB23_41:
+BB29_41:
 	max.f32 	%f133, %f1, %f2;
-	bra.uni 	BB23_62;
+	bra.uni 	BB29_62;
 
-BB23_14:
+BB29_14:
 	setp.eq.s32	%p25, %r7, 6;
-	@%p25 bra 	BB23_45;
+	@%p25 bra 	BB29_45;
 
 	setp.eq.s32	%p26, %r7, 7;
-	@%p26 bra 	BB23_44;
-	bra.uni 	BB23_16;
+	@%p26 bra 	BB29_44;
+	bra.uni 	BB29_16;
 
-BB23_44:
+BB29_44:
 	setp.gt.f32	%p46, %f1, %f2;
 	selp.f32	%f133, 0f3F800000, 0f00000000, %p46;
-	bra.uni 	BB23_62;
+	bra.uni 	BB29_62;
 
-BB23_31:
+BB29_31:
 	setp.eq.s32	%p12, %r7, 16;
-	@%p12 bra 	BB23_39;
+	@%p12 bra 	BB29_39;
 
 	setp.eq.s32	%p13, %r7, 17;
-	@%p13 bra 	BB23_36;
-	bra.uni 	BB23_33;
+	@%p13 bra 	BB29_36;
+	bra.uni 	BB29_33;
 
-BB23_36:
+BB29_36:
 	setp.eq.f32	%p36, %f2, 0f00000000;
 	setp.eq.f32	%p37, %f2, 0f80000000;
 	or.pred  	%p38, %p36, %p37;
 	mov.f32 	%f133, 0f7FC00000;
-	@%p38 bra 	BB23_62;
+	@%p38 bra 	BB29_62;
 
 	div.rn.f32 	%f133, %f1, %f2;
 	abs.f32 	%f43, %f133;
 	setp.geu.f32	%p39, %f43, 0f7F800000;
-	@%p39 bra 	BB23_62;
+	@%p39 bra 	BB29_62;
 
 	cvt.rmi.f32.f32	%f44, %f133;
 	mul.f32 	%f45, %f2, %f44;
 	sub.f32 	%f133, %f1, %f45;
-	bra.uni 	BB23_62;
+	bra.uni 	BB29_62;
 
-BB23_5:
+BB29_5:
 	setp.eq.s32	%p34, %r7, 1;
-	@%p34 bra 	BB23_6;
-	bra.uni 	BB23_62;
+	@%p34 bra 	BB29_6;
+	bra.uni 	BB29_62;
 
-BB23_6:
+BB29_6:
 	sub.f32 	%f133, %f1, %f2;
-	bra.uni 	BB23_62;
+	bra.uni 	BB29_62;
 
-BB23_21:
+BB29_21:
 	setp.eq.s32	%p22, %r7, 10;
-	@%p22 bra 	BB23_22;
-	bra.uni 	BB23_62;
+	@%p22 bra 	BB29_22;
+	bra.uni 	BB29_62;
 
-BB23_22:
+BB29_22:
 	setp.neu.f32	%p43, %f1, %f2;
 	selp.f32	%f133, 0f3F800000, 0f00000000, %p43;
-	bra.uni 	BB23_62;
+	bra.uni 	BB29_62;
 
-BB23_12:
+BB29_12:
 	setp.eq.s32	%p29, %r7, 5;
-	@%p29 bra 	BB23_13;
-	bra.uni 	BB23_62;
+	@%p29 bra 	BB29_13;
+	bra.uni 	BB29_62;
 
-BB23_13:
+BB29_13:
 	setp.lt.f32	%p48, %f1, %f2;
 	selp.f32	%f133, 0f3F800000, 0f00000000, %p48;
-	bra.uni 	BB23_62;
+	bra.uni 	BB29_62;
 
-BB23_29:
+BB29_29:
 	setp.eq.s32	%p16, %r7, 15;
-	@%p16 bra 	BB23_30;
-	bra.uni 	BB23_62;
+	@%p16 bra 	BB29_30;
+	bra.uni 	BB29_62;
 
-BB23_30:
+BB29_30:
 	mul.f32 	%f47, %f1, %f2;
 	mov.f32 	%f48, 0f3F800000;
 	sub.f32 	%f133, %f48, %f47;
-	bra.uni 	BB23_62;
+	bra.uni 	BB29_62;
 
-BB23_8:
+BB29_8:
 	setp.eq.s32	%p32, %r7, 3;
-	@%p32 bra 	BB23_9;
-	bra.uni 	BB23_62;
+	@%p32 bra 	BB29_9;
+	bra.uni 	BB29_62;
 
-BB23_9:
+BB29_9:
 	div.rn.f32 	%f133, %f1, %f2;
-	bra.uni 	BB23_62;
+	bra.uni 	BB29_62;
 
-BB23_42:
+BB29_42:
 	min.f32 	%f133, %f1, %f2;
-	bra.uni 	BB23_62;
+	bra.uni 	BB29_62;
 
-BB23_25:
+BB29_25:
 	setp.eq.s32	%p20, %r7, 13;
-	@%p20 bra 	BB23_26;
-	bra.uni 	BB23_62;
+	@%p20 bra 	BB29_26;
+	bra.uni 	BB29_62;
 
-BB23_26:
+BB29_26:
 	cvt.rni.s64.f32	%rd12, %f1;
 	cvt.rni.s64.f32	%rd13, %f2;
 	cvt.u32.u64	%r20, %rd12;
@@ -2097,71 +2785,71 @@ BB23_26:
 	and.b32  	%r22, %r21, %r20;
 	setp.eq.s32	%p42, %r22, 0;
 	selp.f32	%f133, 0f00000000, 0f3F800000, %p42;
-	bra.uni 	BB23_62;
+	bra.uni 	BB29_62;
 
-BB23_45:
+BB29_45:
 	setp.le.f32	%p47, %f1, %f2;
 	selp.f32	%f133, 0f3F800000, 0f00000000, %p47;
-	bra.uni 	BB23_62;
+	bra.uni 	BB29_62;
 
-BB23_16:
+BB29_16:
 	setp.eq.s32	%p27, %r7, 8;
-	@%p27 bra 	BB23_17;
-	bra.uni 	BB23_62;
+	@%p27 bra 	BB29_17;
+	bra.uni 	BB29_62;
 
-BB23_17:
+BB29_17:
 	setp.ge.f32	%p45, %f1, %f2;
 	selp.f32	%f133, 0f3F800000, 0f00000000, %p45;
-	bra.uni 	BB23_62;
+	bra.uni 	BB29_62;
 
-BB23_39:
+BB29_39:
 	setp.neu.f32	%p40, %f1, 0f00000000;
 	sub.f32 	%f46, %f1, %f2;
 	selp.f32	%f133, %f46, 0f00000000, %p40;
-	bra.uni 	BB23_62;
+	bra.uni 	BB29_62;
 
-BB23_33:
+BB29_33:
 	setp.ne.s32	%p14, %r7, 18;
-	@%p14 bra 	BB23_62;
+	@%p14 bra 	BB29_62;
 
 	div.rn.f32 	%f133, %f1, %f2;
 	abs.f32 	%f41, %f133;
 	setp.geu.f32	%p35, %f41, 0f7F800000;
-	@%p35 bra 	BB23_62;
+	@%p35 bra 	BB29_62;
 
 	cvt.rmi.f32.f32	%f133, %f133;
-	bra.uni 	BB23_62;
+	bra.uni 	BB29_62;
 
-BB23_49:
+BB29_49:
 	setp.geu.f32	%p59, %f1, 0f00000000;
-	@%p59 bra 	BB23_52;
+	@%p59 bra 	BB29_52;
 
 	cvt.rzi.f32.f32	%f127, %f2;
 	setp.neu.f32	%p60, %f127, %f2;
 	selp.f32	%f132, 0f7FFFFFFF, %f132, %p60;
 
-BB23_52:
+BB29_52:
 	add.f32 	%f129, %f20, %f21;
 	mov.b32 	 %r35, %f129;
 	setp.lt.s32	%p63, %r35, 2139095040;
-	@%p63 bra 	BB23_59;
+	@%p63 bra 	BB29_59;
 
 	setp.gtu.f32	%p64, %f20, 0f7F800000;
 	setp.gtu.f32	%p65, %f21, 0f7F800000;
 	or.pred  	%p66, %p64, %p65;
-	@%p66 bra 	BB23_58;
-	bra.uni 	BB23_54;
+	@%p66 bra 	BB29_58;
+	bra.uni 	BB29_54;
 
-BB23_58:
+BB29_58:
 	add.f32 	%f132, %f1, %f2;
-	bra.uni 	BB23_59;
+	bra.uni 	BB29_59;
 
-BB23_54:
+BB29_54:
 	setp.eq.f32	%p67, %f21, 0f7F800000;
-	@%p67 bra 	BB23_57;
-	bra.uni 	BB23_55;
+	@%p67 bra 	BB29_57;
+	bra.uni 	BB29_55;
 
-BB23_57:
+BB29_57:
 	setp.gt.f32	%p70, %f20, 0f3F800000;
 	selp.b32	%r39, 2139095040, 0, %p70;
 	xor.b32  	%r40, %r39, 2139095040;
@@ -2170,11 +2858,11 @@ BB23_57:
 	mov.b32 	 %f130, %r41;
 	setp.eq.f32	%p72, %f1, 0fBF800000;
 	selp.f32	%f132, 0f3F800000, %f130, %p72;
-	bra.uni 	BB23_59;
+	bra.uni 	BB29_59;
 
-BB23_55:
+BB29_55:
 	setp.neu.f32	%p68, %f20, 0f7F800000;
-	@%p68 bra 	BB23_59;
+	@%p68 bra 	BB29_59;
 
 	setp.ge.f32	%p69, %f2, 0f00000000;
 	selp.b32	%r36, 2139095040, 0, %p69;
@@ -2182,20 +2870,20 @@ BB23_55:
 	selp.b32	%r38, %r37, %r36, %p1;
 	mov.b32 	 %f132, %r38;
 
-BB23_59:
+BB29_59:
 	setp.eq.f32	%p73, %f2, 0f00000000;
 	setp.eq.f32	%p74, %f1, 0f3F800000;
 	or.pred  	%p75, %p74, %p73;
 	selp.f32	%f133, 0f3F800000, %f132, %p75;
 
-BB23_62:
+BB29_62:
 	cvta.to.global.u64 	%rd14, %rd3;
 	mul.wide.s32 	%rd15, %r3, 4;
 	add.s64 	%rd16, %rd14, %rd15;
 	st.global.f32 	[%rd16], %f133;
 	bar.sync 	0;
 
-BB23_63:
+BB29_63:
 	ret;
 }
 
@@ -2226,7 +2914,7 @@ BB23_63:
 	mov.u32 	%r11, %tid.x;
 	mad.lo.s32 	%r1, %r9, %r10, %r11;
 	setp.ge.s32	%p3, %r1, %r8;
-	@%p3 bra 	BB24_130;
+	@%p3 bra 	BB30_130;
 
 	cvta.to.global.u64 	%rd6, %rd5;
 	cvta.to.global.u64 	%rd7, %rd4;
@@ -2235,86 +2923,86 @@ BB23_63:
 	ld.global.f64 	%fd1, [%rd9];
 	add.s64 	%rd1, %rd6, %rd8;
 	setp.eq.s32	%p4, %r7, 0;
-	@%p4 bra 	BB24_66;
+	@%p4 bra 	BB30_66;
 
 	mov.f64 	%fd98, 0d7FEFFFFFFFFFFFFF;
 	setp.gt.s32	%p5, %r6, 8;
-	@%p5 bra 	BB24_19;
+	@%p5 bra 	BB30_19;
 
 	setp.gt.s32	%p19, %r6, 3;
-	@%p19 bra 	BB24_11;
+	@%p19 bra 	BB30_11;
 
 	setp.gt.s32	%p26, %r6, 1;
-	@%p26 bra 	BB24_8;
+	@%p26 bra 	BB30_8;
 
 	setp.eq.s32	%p29, %r6, 0;
-	@%p29 bra 	BB24_64;
-	bra.uni 	BB24_6;
+	@%p29 bra 	BB30_64;
+	bra.uni 	BB30_6;
 
-BB24_64:
+BB30_64:
 	add.f64 	%fd98, %fd1, %fd68;
-	bra.uni 	BB24_65;
+	bra.uni 	BB30_65;
 
-BB24_66:
+BB30_66:
 	mov.f64 	%fd106, 0d7FEFFFFFFFFFFFFF;
 	setp.gt.s32	%p73, %r6, 8;
-	@%p73 bra 	BB24_83;
+	@%p73 bra 	BB30_83;
 
 	setp.gt.s32	%p87, %r6, 3;
-	@%p87 bra 	BB24_75;
+	@%p87 bra 	BB30_75;
 
 	setp.gt.s32	%p94, %r6, 1;
-	@%p94 bra 	BB24_72;
+	@%p94 bra 	BB30_72;
 
 	setp.eq.s32	%p97, %r6, 0;
-	@%p97 bra 	BB24_128;
-	bra.uni 	BB24_70;
+	@%p97 bra 	BB30_128;
+	bra.uni 	BB30_70;
 
-BB24_128:
+BB30_128:
 	add.f64 	%fd106, %fd1, %fd68;
-	bra.uni 	BB24_129;
+	bra.uni 	BB30_129;
 
-BB24_19:
+BB30_19:
 	setp.gt.s32	%p6, %r6, 13;
-	@%p6 bra 	BB24_28;
+	@%p6 bra 	BB30_28;
 
 	setp.gt.s32	%p13, %r6, 10;
-	@%p13 bra 	BB24_24;
+	@%p13 bra 	BB30_24;
 
 	setp.eq.s32	%p17, %r6, 9;
-	@%p17 bra 	BB24_46;
-	bra.uni 	BB24_22;
+	@%p17 bra 	BB30_46;
+	bra.uni 	BB30_22;
 
-BB24_46:
+BB30_46:
 	setp.eq.f64	%p46, %fd1, %fd68;
 	selp.f64	%fd98, 0d3FF0000000000000, 0d0000000000000000, %p46;
-	bra.uni 	BB24_65;
+	bra.uni 	BB30_65;
 
-BB24_83:
+BB30_83:
 	setp.gt.s32	%p74, %r6, 13;
-	@%p74 bra 	BB24_92;
+	@%p74 bra 	BB30_92;
 
 	setp.gt.s32	%p81, %r6, 10;
-	@%p81 bra 	BB24_88;
+	@%p81 bra 	BB30_88;
 
 	setp.eq.s32	%p85, %r6, 9;
-	@%p85 bra 	BB24_110;
-	bra.uni 	BB24_86;
+	@%p85 bra 	BB30_110;
+	bra.uni 	BB30_86;
 
-BB24_110:
+BB30_110:
 	setp.eq.f64	%p114, %fd1, %fd68;
 	selp.f64	%fd106, 0d3FF0000000000000, 0d0000000000000000, %p114;
-	bra.uni 	BB24_129;
+	bra.uni 	BB30_129;
 
-BB24_11:
+BB30_11:
 	setp.gt.s32	%p20, %r6, 5;
-	@%p20 bra 	BB24_15;
+	@%p20 bra 	BB30_15;
 
 	setp.eq.s32	%p24, %r6, 4;
-	@%p24 bra 	BB24_49;
-	bra.uni 	BB24_13;
+	@%p24 bra 	BB30_49;
+	bra.uni 	BB30_13;
 
-BB24_49:
+BB30_49:
 	{
 	.reg .b32 %temp; 
 	mov.b64 	{%temp, %r2}, %fd68;
@@ -2350,10 +3038,10 @@ BB24_49:
 	}// Callseq End 1
 	setp.lt.s32	%p52, %r2, 0;
 	and.pred  	%p1, %p52, %p51;
-	@!%p1 bra 	BB24_51;
-	bra.uni 	BB24_50;
+	@!%p1 bra 	BB30_51;
+	bra.uni 	BB30_50;
 
-BB24_50:
+BB30_50:
 	{
 	.reg .b32 %temp; 
 	mov.b64 	{%temp, %r26}, %fd97;
@@ -2365,30 +3053,30 @@ BB24_50:
 	}
 	mov.b64 	%fd97, {%r28, %r27};
 
-BB24_51:
+BB30_51:
 	mov.f64 	%fd96, %fd97;
 	setp.eq.f64	%p53, %fd68, 0d0000000000000000;
-	@%p53 bra 	BB24_54;
-	bra.uni 	BB24_52;
+	@%p53 bra 	BB30_54;
+	bra.uni 	BB30_52;
 
-BB24_54:
+BB30_54:
 	selp.b32	%r29, %r2, 0, %p51;
 	or.b32  	%r30, %r29, 2146435072;
 	setp.lt.s32	%p57, %r3, 0;
 	selp.b32	%r31, %r30, %r29, %p57;
 	mov.u32 	%r32, 0;
 	mov.b64 	%fd96, {%r32, %r31};
-	bra.uni 	BB24_55;
+	bra.uni 	BB30_55;
 
-BB24_28:
+BB30_28:
 	setp.gt.s32	%p7, %r6, 15;
-	@%p7 bra 	BB24_32;
+	@%p7 bra 	BB30_32;
 
 	setp.eq.s32	%p11, %r6, 14;
-	@%p11 bra 	BB24_43;
-	bra.uni 	BB24_30;
+	@%p11 bra 	BB30_43;
+	bra.uni 	BB30_30;
 
-BB24_43:
+BB30_43:
 	cvt.rni.s64.f64	%rd10, %fd68;
 	cvt.rni.s64.f64	%rd11, %fd1;
 	cvt.u32.u64	%r18, %rd10;
@@ -2396,17 +3084,17 @@ BB24_43:
 	or.b32  	%r20, %r19, %r18;
 	setp.eq.s32	%p43, %r20, 0;
 	selp.f64	%fd98, 0d0000000000000000, 0d3FF0000000000000, %p43;
-	bra.uni 	BB24_65;
+	bra.uni 	BB30_65;
 
-BB24_75:
+BB30_75:
 	setp.gt.s32	%p88, %r6, 5;
-	@%p88 bra 	BB24_79;
+	@%p88 bra 	BB30_79;
 
 	setp.eq.s32	%p92, %r6, 4;
-	@%p92 bra 	BB24_113;
-	bra.uni 	BB24_77;
+	@%p92 bra 	BB30_113;
+	bra.uni 	BB30_77;
 
-BB24_113:
+BB30_113:
 	{
 	.reg .b32 %temp; 
 	mov.b64 	{%temp, %r4}, %fd1;
@@ -2442,10 +3130,10 @@ BB24_113:
 	}// Callseq End 2
 	setp.lt.s32	%p120, %r4, 0;
 	and.pred  	%p2, %p120, %p119;
-	@!%p2 bra 	BB24_115;
-	bra.uni 	BB24_114;
+	@!%p2 bra 	BB30_115;
+	bra.uni 	BB30_114;
 
-BB24_114:
+BB30_114:
 	{
 	.reg .b32 %temp; 
 	mov.b64 	{%temp, %r63}, %fd105;
@@ -2457,30 +3145,30 @@ BB24_114:
 	}
 	mov.b64 	%fd105, {%r65, %r64};
 
-BB24_115:
+BB30_115:
 	mov.f64 	%fd104, %fd105;
 	setp.eq.f64	%p121, %fd1, 0d0000000000000000;
-	@%p121 bra 	BB24_118;
-	bra.uni 	BB24_116;
+	@%p121 bra 	BB30_118;
+	bra.uni 	BB30_116;
 
-BB24_118:
+BB30_118:
 	selp.b32	%r66, %r4, 0, %p119;
 	or.b32  	%r67, %r66, 2146435072;
 	setp.lt.s32	%p125, %r5, 0;
 	selp.b32	%r68, %r67, %r66, %p125;
 	mov.u32 	%r69, 0;
 	mov.b64 	%fd104, {%r69, %r68};
-	bra.uni 	BB24_119;
+	bra.uni 	BB30_119;
 
-BB24_92:
+BB30_92:
 	setp.gt.s32	%p75, %r6, 15;
-	@%p75 bra 	BB24_96;
+	@%p75 bra 	BB30_96;
 
 	setp.eq.s32	%p79, %r6, 14;
-	@%p79 bra 	BB24_107;
-	bra.uni 	BB24_94;
+	@%p79 bra 	BB30_107;
+	bra.uni 	BB30_94;
 
-BB24_107:
+BB30_107:
 	cvt.rni.s64.f64	%rd15, %fd1;
 	cvt.rni.s64.f64	%rd16, %fd68;
 	cvt.u32.u64	%r55, %rd15;
@@ -2488,61 +3176,61 @@ BB24_107:
 	or.b32  	%r57, %r56, %r55;
 	setp.eq.s32	%p111, %r57, 0;
 	selp.f64	%fd106, 0d0000000000000000, 0d3FF0000000000000, %p111;
-	bra.uni 	BB24_129;
+	bra.uni 	BB30_129;
 
-BB24_8:
+BB30_8:
 	setp.eq.s32	%p27, %r6, 2;
-	@%p27 bra 	BB24_63;
-	bra.uni 	BB24_9;
+	@%p27 bra 	BB30_63;
+	bra.uni 	BB30_9;
 
-BB24_63:
+BB30_63:
 	mul.f64 	%fd98, %fd1, %fd68;
-	bra.uni 	BB24_65;
+	bra.uni 	BB30_65;
 
-BB24_24:
+BB30_24:
 	setp.eq.s32	%p14, %r6, 11;
-	@%p14 bra 	BB24_45;
+	@%p14 bra 	BB30_45;
 
 	setp.eq.s32	%p15, %r6, 12;
-	@%p15 bra 	BB24_44;
-	bra.uni 	BB24_26;
+	@%p15 bra 	BB30_44;
+	bra.uni 	BB30_26;
 
-BB24_44:
+BB30_44:
 	max.f64 	%fd98, %fd68, %fd1;
-	bra.uni 	BB24_65;
+	bra.uni 	BB30_65;
 
-BB24_15:
+BB30_15:
 	setp.eq.s32	%p21, %r6, 6;
-	@%p21 bra 	BB24_48;
+	@%p21 bra 	BB30_48;
 
 	setp.eq.s32	%p22, %r6, 7;
-	@%p22 bra 	BB24_47;
-	bra.uni 	BB24_17;
+	@%p22 bra 	BB30_47;
+	bra.uni 	BB30_17;
 
-BB24_47:
+BB30_47:
 	setp.lt.f64	%p48, %fd1, %fd68;
 	selp.f64	%fd98, 0d3FF0000000000000, 0d0000000000000000, %p48;
-	bra.uni 	BB24_65;
+	bra.uni 	BB30_65;
 
-BB24_32:
+BB30_32:
 	setp.eq.s32	%p8, %r6, 16;
-	@%p8 bra 	BB24_42;
+	@%p8 bra 	BB30_42;
 
 	setp.eq.s32	%p9, %r6, 17;
-	@%p9 bra 	BB24_38;
-	bra.uni 	BB24_34;
+	@%p9 bra 	BB30_38;
+	bra.uni 	BB30_34;
 
-BB24_38:
+BB30_38:
 	setp.eq.f64	%p35, %fd1, 0d0000000000000000;
 	setp.eq.f64	%p36, %fd1, 0d8000000000000000;
 	or.pred  	%p37, %p35, %p36;
 	mov.f64 	%fd98, 0d7FF8000000000000;
-	@%p37 bra 	BB24_65;
+	@%p37 bra 	BB30_65;
 
 	div.rn.f64 	%fd98, %fd68, %fd1;
 	abs.f64 	%fd72, %fd98;
 	setp.gtu.f64	%p38, %fd72, 0d7FF0000000000000;
-	@%p38 bra 	BB24_65;
+	@%p38 bra 	BB30_65;
 
 	{
 	.reg .b32 %temp; 
@@ -2556,68 +3244,68 @@ BB24_38:
 	setp.ne.s32	%p39, %r17, 2146435072;
 	setp.ne.s32	%p40, %r15, 0;
 	or.pred  	%p41, %p39, %p40;
-	@!%p41 bra 	BB24_65;
-	bra.uni 	BB24_41;
+	@!%p41 bra 	BB30_65;
+	bra.uni 	BB30_41;
 
-BB24_41:
+BB30_41:
 	cvt.rmi.f64.f64	%fd73, %fd98;
 	mul.f64 	%fd74, %fd1, %fd73;
 	sub.f64 	%fd98, %fd68, %fd74;
-	bra.uni 	BB24_65;
+	bra.uni 	BB30_65;
 
-BB24_72:
+BB30_72:
 	setp.eq.s32	%p95, %r6, 2;
-	@%p95 bra 	BB24_127;
-	bra.uni 	BB24_73;
+	@%p95 bra 	BB30_127;
+	bra.uni 	BB30_73;
 
-BB24_127:
+BB30_127:
 	mul.f64 	%fd106, %fd1, %fd68;
-	bra.uni 	BB24_129;
+	bra.uni 	BB30_129;
 
-BB24_88:
+BB30_88:
 	setp.eq.s32	%p82, %r6, 11;
-	@%p82 bra 	BB24_109;
+	@%p82 bra 	BB30_109;
 
 	setp.eq.s32	%p83, %r6, 12;
-	@%p83 bra 	BB24_108;
-	bra.uni 	BB24_90;
+	@%p83 bra 	BB30_108;
+	bra.uni 	BB30_90;
 
-BB24_108:
+BB30_108:
 	max.f64 	%fd106, %fd1, %fd68;
-	bra.uni 	BB24_129;
+	bra.uni 	BB30_129;
 
-BB24_79:
+BB30_79:
 	setp.eq.s32	%p89, %r6, 6;
-	@%p89 bra 	BB24_112;
+	@%p89 bra 	BB30_112;
 
 	setp.eq.s32	%p90, %r6, 7;
-	@%p90 bra 	BB24_111;
-	bra.uni 	BB24_81;
+	@%p90 bra 	BB30_111;
+	bra.uni 	BB30_81;
 
-BB24_111:
+BB30_111:
 	setp.gt.f64	%p116, %fd1, %fd68;
 	selp.f64	%fd106, 0d3FF0000000000000, 0d0000000000000000, %p116;
-	bra.uni 	BB24_129;
+	bra.uni 	BB30_129;
 
-BB24_96:
+BB30_96:
 	setp.eq.s32	%p76, %r6, 16;
-	@%p76 bra 	BB24_106;
+	@%p76 bra 	BB30_106;
 
 	setp.eq.s32	%p77, %r6, 17;
-	@%p77 bra 	BB24_102;
-	bra.uni 	BB24_98;
+	@%p77 bra 	BB30_102;
+	bra.uni 	BB30_98;
 
-BB24_102:
+BB30_102:
 	setp.eq.f64	%p103, %fd68, 0d0000000000000000;
 	setp.eq.f64	%p104, %fd68, 0d8000000000000000;
 	or.pred  	%p105, %p103, %p104;
 	mov.f64 	%fd106, 0d7FF8000000000000;
-	@%p105 bra 	BB24_129;
+	@%p105 bra 	BB30_129;
 
 	div.rn.f64 	%fd106, %fd1, %fd68;
 	abs.f64 	%fd83, %fd106;
 	setp.gtu.f64	%p106, %fd83, 0d7FF0000000000000;
-	@%p106 bra 	BB24_129;
+	@%p106 bra 	BB30_129;
 
 	{
 	.reg .b32 %temp; 
@@ -2631,74 +3319,74 @@ BB24_102:
 	setp.ne.s32	%p107, %r54, 2146435072;
 	setp.ne.s32	%p108, %r52, 0;
 	or.pred  	%p109, %p107, %p108;
-	@!%p109 bra 	BB24_129;
-	bra.uni 	BB24_105;
+	@!%p109 bra 	BB30_129;
+	bra.uni 	BB30_105;
 
-BB24_105:
+BB30_105:
 	cvt.rmi.f64.f64	%fd84, %fd106;
 	mul.f64 	%fd85, %fd84, %fd68;
 	sub.f64 	%fd106, %fd1, %fd85;
-	bra.uni 	BB24_129;
+	bra.uni 	BB30_129;
 
-BB24_6:
+BB30_6:
 	setp.eq.s32	%p30, %r6, 1;
-	@%p30 bra 	BB24_7;
-	bra.uni 	BB24_65;
+	@%p30 bra 	BB30_7;
+	bra.uni 	BB30_65;
 
-BB24_7:
+BB30_7:
 	sub.f64 	%fd98, %fd68, %fd1;
-	bra.uni 	BB24_65;
+	bra.uni 	BB30_65;
 
-BB24_22:
+BB30_22:
 	setp.eq.s32	%p18, %r6, 10;
-	@%p18 bra 	BB24_23;
-	bra.uni 	BB24_65;
+	@%p18 bra 	BB30_23;
+	bra.uni 	BB30_65;
 
-BB24_23:
+BB30_23:
 	setp.neu.f64	%p45, %fd1, %fd68;
 	selp.f64	%fd98, 0d3FF0000000000000, 0d0000000000000000, %p45;
-	bra.uni 	BB24_65;
+	bra.uni 	BB30_65;
 
-BB24_13:
+BB30_13:
 	setp.eq.s32	%p25, %r6, 5;
-	@%p25 bra 	BB24_14;
-	bra.uni 	BB24_65;
+	@%p25 bra 	BB30_14;
+	bra.uni 	BB30_65;
 
-BB24_14:
+BB30_14:
 	setp.gt.f64	%p50, %fd1, %fd68;
 	selp.f64	%fd98, 0d3FF0000000000000, 0d0000000000000000, %p50;
-	bra.uni 	BB24_65;
+	bra.uni 	BB30_65;
 
-BB24_30:
+BB30_30:
 	setp.eq.s32	%p12, %r6, 15;
-	@%p12 bra 	BB24_31;
-	bra.uni 	BB24_65;
+	@%p12 bra 	BB30_31;
+	bra.uni 	BB30_65;
 
-BB24_31:
+BB30_31:
 	mul.f64 	%fd76, %fd1, %fd68;
 	mov.f64 	%fd77, 0d3FF0000000000000;
 	sub.f64 	%fd98, %fd77, %fd76;
-	bra.uni 	BB24_65;
+	bra.uni 	BB30_65;
 
-BB24_9:
+BB30_9:
 	setp.eq.s32	%p28, %r6, 3;
-	@%p28 bra 	BB24_10;
-	bra.uni 	BB24_65;
+	@%p28 bra 	BB30_10;
+	bra.uni 	BB30_65;
 
-BB24_10:
+BB30_10:
 	div.rn.f64 	%fd98, %fd68, %fd1;
-	bra.uni 	BB24_65;
+	bra.uni 	BB30_65;
 
-BB24_45:
+BB30_45:
 	min.f64 	%fd98, %fd68, %fd1;
-	bra.uni 	BB24_65;
+	bra.uni 	BB30_65;
 
-BB24_26:
+BB30_26:
 	setp.eq.s32	%p16, %r6, 13;
-	@%p16 bra 	BB24_27;
-	bra.uni 	BB24_65;
+	@%p16 bra 	BB30_27;
+	bra.uni 	BB30_65;
 
-BB24_27:
+BB30_27:
 	cvt.rni.s64.f64	%rd12, %fd68;
 	cvt.rni.s64.f64	%rd13, %fd1;
 	cvt.u32.u64	%r21, %rd12;
@@ -2706,37 +3394,37 @@ BB24_27:
 	and.b32  	%r23, %r22, %r21;
 	setp.eq.s32	%p44, %r23, 0;
 	selp.f64	%fd98, 0d0000000000000000, 0d3FF0000000000000, %p44;
-	bra.uni 	BB24_65;
+	bra.uni 	BB30_65;
 
-BB24_48:
+BB30_48:
 	setp.ge.f64	%p49, %fd1, %fd68;
 	selp.f64	%fd98, 0d3FF0000000000000, 0d0000000000000000, %p49;
-	bra.uni 	BB24_65;
+	bra.uni 	BB30_65;
 
-BB24_17:
+BB30_17:
 	setp.eq.s32	%p23, %r6, 8;
-	@%p23 bra 	BB24_18;
-	bra.uni 	BB24_65;
+	@%p23 bra 	BB30_18;
+	bra.uni 	BB30_65;
 
-BB24_18:
+BB30_18:
 	setp.le.f64	%p47, %fd1, %fd68;
 	selp.f64	%fd98, 0d3FF0000000000000, 0d0000000000000000, %p47;
-	bra.uni 	BB24_65;
+	bra.uni 	BB30_65;
 
-BB24_42:
+BB30_42:
 	setp.neu.f64	%p42, %fd68, 0d0000000000000000;
 	sub.f64 	%fd75, %fd68, %fd1;
 	selp.f64	%fd98, %fd75, 0d0000000000000000, %p42;
-	bra.uni 	BB24_65;
+	bra.uni 	BB30_65;
 
-BB24_34:
+BB30_34:
 	setp.ne.s32	%p10, %r6, 18;
-	@%p10 bra 	BB24_65;
+	@%p10 bra 	BB30_65;
 
 	div.rn.f64 	%fd98, %fd68, %fd1;
 	abs.f64 	%fd70, %fd98;
 	setp.gtu.f64	%p31, %fd70, 0d7FF0000000000000;
-	@%p31 bra 	BB24_65;
+	@%p31 bra 	BB30_65;
 
 	{
 	.reg .b32 %temp; 
@@ -2750,72 +3438,72 @@ BB24_34:
 	setp.ne.s32	%p32, %r14, 2146435072;
 	setp.ne.s32	%p33, %r12, 0;
 	or.pred  	%p34, %p32, %p33;
-	@!%p34 bra 	BB24_65;
-	bra.uni 	BB24_37;
+	@!%p34 bra 	BB30_65;
+	bra.uni 	BB30_37;
 
-BB24_37:
+BB30_37:
 	cvt.rmi.f64.f64	%fd98, %fd98;
-	bra.uni 	BB24_65;
+	bra.uni 	BB30_65;
 
-BB24_70:
+BB30_70:
 	setp.eq.s32	%p98, %r6, 1;
-	@%p98 bra 	BB24_71;
-	bra.uni 	BB24_129;
+	@%p98 bra 	BB30_71;
+	bra.uni 	BB30_129;
 
-BB24_71:
+BB30_71:
 	sub.f64 	%fd106, %fd1, %fd68;
-	bra.uni 	BB24_129;
+	bra.uni 	BB30_129;
 
-BB24_86:
+BB30_86:
 	setp.eq.s32	%p86, %r6, 10;
-	@%p86 bra 	BB24_87;
-	bra.uni 	BB24_129;
+	@%p86 bra 	BB30_87;
+	bra.uni 	BB30_129;
 
-BB24_87:
+BB30_87:
 	setp.neu.f64	%p113, %fd1, %fd68;
 	selp.f64	%fd106, 0d3FF0000000000000, 0d0000000000000000, %p113;
-	bra.uni 	BB24_129;
+	bra.uni 	BB30_129;
 
-BB24_77:
+BB30_77:
 	setp.eq.s32	%p93, %r6, 5;
-	@%p93 bra 	BB24_78;
-	bra.uni 	BB24_129;
+	@%p93 bra 	BB30_78;
+	bra.uni 	BB30_129;
 
-BB24_78:
+BB30_78:
 	setp.lt.f64	%p118, %fd1, %fd68;
 	selp.f64	%fd106, 0d3FF0000000000000, 0d0000000000000000, %p118;
-	bra.uni 	BB24_129;
+	bra.uni 	BB30_129;
 
-BB24_94:
+BB30_94:
 	setp.eq.s32	%p80, %r6, 15;
-	@%p80 bra 	BB24_95;
-	bra.uni 	BB24_129;
+	@%p80 bra 	BB30_95;
+	bra.uni 	BB30_129;
 
-BB24_95:
+BB30_95:
 	mul.f64 	%fd87, %fd1, %fd68;
 	mov.f64 	%fd88, 0d3FF0000000000000;
 	sub.f64 	%fd106, %fd88, %fd87;
-	bra.uni 	BB24_129;
+	bra.uni 	BB30_129;
 
-BB24_73:
+BB30_73:
 	setp.eq.s32	%p96, %r6, 3;
-	@%p96 bra 	BB24_74;
-	bra.uni 	BB24_129;
+	@%p96 bra 	BB30_74;
+	bra.uni 	BB30_129;
 
-BB24_74:
+BB30_74:
 	div.rn.f64 	%fd106, %fd1, %fd68;
-	bra.uni 	BB24_129;
+	bra.uni 	BB30_129;
 
-BB24_109:
+BB30_109:
 	min.f64 	%fd106, %fd1, %fd68;
-	bra.uni 	BB24_129;
+	bra.uni 	BB30_129;
 
-BB24_90:
+BB30_90:
 	setp.eq.s32	%p84, %r6, 13;
-	@%p84 bra 	BB24_91;
-	bra.uni 	BB24_129;
+	@%p84 bra 	BB30_91;
+	bra.uni 	BB30_129;
 
-BB24_91:
+BB30_91:
 	cvt.rni.s64.f64	%rd17, %fd1;
 	cvt.rni.s64.f64	%rd18, %fd68;
 	cvt.u32.u64	%r58, %rd17;
@@ -2823,37 +3511,37 @@ BB24_91:
 	and.b32  	%r60, %r59, %r58;
 	setp.eq.s32	%p112, %r60, 0;
 	selp.f64	%fd106, 0d0000000000000000, 0d3FF0000000000000, %p112;
-	bra.uni 	BB24_129;
+	bra.uni 	BB30_129;
 
-BB24_112:
+BB30_112:
 	setp.le.f64	%p117, %fd1, %fd68;
 	selp.f64	%fd106, 0d3FF0000000000000, 0d0000000000000000, %p117;
-	bra.uni 	BB24_129;
+	bra.uni 	BB30_129;
 
-BB24_81:
+BB30_81:
 	setp.eq.s32	%p91, %r6, 8;
-	@%p91 bra 	BB24_82;
-	bra.uni 	BB24_129;
+	@%p91 bra 	BB30_82;
+	bra.uni 	BB30_129;
 
-BB24_82:
+BB30_82:
 	setp.ge.f64	%p115, %fd1, %fd68;
 	selp.f64	%fd106, 0d3FF0000000000000, 0d0000000000000000, %p115;
-	bra.uni 	BB24_129;
+	bra.uni 	BB30_129;
 
-BB24_106:
+BB30_106:
 	setp.neu.f64	%p110, %fd1, 0d0000000000000000;
 	sub.f64 	%fd86, %fd1, %fd68;
 	selp.f64	%fd106, %fd86, 0d0000000000000000, %p110;
-	bra.uni 	BB24_129;
+	bra.uni 	BB30_129;
 
-BB24_98:
+BB30_98:
 	setp.ne.s32	%p78, %r6, 18;
-	@%p78 bra 	BB24_129;
+	@%p78 bra 	BB30_129;
 
 	div.rn.f64 	%fd106, %fd1, %fd68;
 	abs.f64 	%fd81, %fd106;
 	setp.gtu.f64	%p99, %fd81, 0d7FF0000000000000;
-	@%p99 bra 	BB24_129;
+	@%p99 bra 	BB30_129;
 
 	{
 	.reg .b32 %temp; 
@@ -2867,22 +3555,22 @@ BB24_98:
 	setp.ne.s32	%p100, %r51, 2146435072;
 	setp.ne.s32	%p101, %r49, 0;
 	or.pred  	%p102, %p100, %p101;
-	@!%p102 bra 	BB24_129;
-	bra.uni 	BB24_101;
+	@!%p102 bra 	BB30_129;
+	bra.uni 	BB30_101;
 
-BB24_101:
+BB30_101:
 	cvt.rmi.f64.f64	%fd106, %fd106;
-	bra.uni 	BB24_129;
+	bra.uni 	BB30_129;
 
-BB24_52:
+BB30_52:
 	setp.gt.s32	%p54, %r2, -1;
-	@%p54 bra 	BB24_55;
+	@%p54 bra 	BB30_55;
 
 	cvt.rzi.f64.f64	%fd78, %fd1;
 	setp.neu.f64	%p55, %fd78, %fd1;
 	selp.f64	%fd96, 0dFFF8000000000000, %fd96, %p55;
 
-BB24_55:
+BB30_55:
 	mov.f64 	%fd24, %fd96;
 	add.f64 	%fd25, %fd1, %fd68;
 	{
@@ -2892,17 +3580,17 @@ BB24_55:
 	and.b32  	%r34, %r33, 2146435072;
 	setp.ne.s32	%p58, %r34, 2146435072;
 	mov.f64 	%fd95, %fd24;
-	@%p58 bra 	BB24_62;
+	@%p58 bra 	BB30_62;
 
 	setp.gtu.f64	%p59, %fd18, 0d7FF0000000000000;
 	mov.f64 	%fd95, %fd25;
-	@%p59 bra 	BB24_62;
+	@%p59 bra 	BB30_62;
 
 	abs.f64 	%fd79, %fd1;
 	setp.gtu.f64	%p60, %fd79, 0d7FF0000000000000;
 	mov.f64 	%fd94, %fd25;
 	mov.f64 	%fd95, %fd94;
-	@%p60 bra 	BB24_62;
+	@%p60 bra 	BB30_62;
 
 	{
 	.reg .b32 %temp; 
@@ -2912,10 +3600,10 @@ BB24_55:
 	setp.eq.s32	%p61, %r36, 2146435072;
 	setp.eq.s32	%p62, %r35, 0;
 	and.pred  	%p63, %p61, %p62;
-	@%p63 bra 	BB24_61;
-	bra.uni 	BB24_59;
+	@%p63 bra 	BB30_61;
+	bra.uni 	BB30_59;
 
-BB24_61:
+BB30_61:
 	setp.gt.f64	%p67, %fd18, 0d3FF0000000000000;
 	selp.b32	%r44, 2146435072, 0, %p67;
 	xor.b32  	%r45, %r44, 2146435072;
@@ -2925,17 +3613,17 @@ BB24_61:
 	selp.b32	%r47, 1072693248, %r46, %p69;
 	mov.u32 	%r48, 0;
 	mov.b64 	%fd95, {%r48, %r47};
-	bra.uni 	BB24_62;
+	bra.uni 	BB30_62;
 
-BB24_116:
+BB30_116:
 	setp.gt.s32	%p122, %r4, -1;
-	@%p122 bra 	BB24_119;
+	@%p122 bra 	BB30_119;
 
 	cvt.rzi.f64.f64	%fd89, %fd68;
 	setp.neu.f64	%p123, %fd89, %fd68;
 	selp.f64	%fd104, 0dFFF8000000000000, %fd104, %p123;
 
-BB24_119:
+BB30_119:
 	mov.f64 	%fd57, %fd104;
 	add.f64 	%fd58, %fd1, %fd68;
 	{
@@ -2945,17 +3633,17 @@ BB24_119:
 	and.b32  	%r71, %r70, 2146435072;
 	setp.ne.s32	%p126, %r71, 2146435072;
 	mov.f64 	%fd103, %fd57;
-	@%p126 bra 	BB24_126;
+	@%p126 bra 	BB30_126;
 
 	setp.gtu.f64	%p127, %fd51, 0d7FF0000000000000;
 	mov.f64 	%fd103, %fd58;
-	@%p127 bra 	BB24_126;
+	@%p127 bra 	BB30_126;
 
 	abs.f64 	%fd90, %fd68;
 	setp.gtu.f64	%p128, %fd90, 0d7FF0000000000000;
 	mov.f64 	%fd102, %fd58;
 	mov.f64 	%fd103, %fd102;
-	@%p128 bra 	BB24_126;
+	@%p128 bra 	BB30_126;
 
 	{
 	.reg .b32 %temp; 
@@ -2965,10 +3653,10 @@ BB24_119:
 	setp.eq.s32	%p129, %r73, 2146435072;
 	setp.eq.s32	%p130, %r72, 0;
 	and.pred  	%p131, %p129, %p130;
-	@%p131 bra 	BB24_125;
-	bra.uni 	BB24_123;
+	@%p131 bra 	BB30_125;
+	bra.uni 	BB30_123;
 
-BB24_125:
+BB30_125:
 	setp.gt.f64	%p135, %fd51, 0d3FF0000000000000;
 	selp.b32	%r81, 2146435072, 0, %p135;
 	xor.b32  	%r82, %r81, 2146435072;
@@ -2978,9 +3666,9 @@ BB24_125:
 	selp.b32	%r84, 1072693248, %r83, %p137;
 	mov.u32 	%r85, 0;
 	mov.b64 	%fd103, {%r85, %r84};
-	bra.uni 	BB24_126;
+	bra.uni 	BB30_126;
 
-BB24_59:
+BB30_59:
 	{
 	.reg .b32 %temp; 
 	mov.b64 	{%r37, %temp}, %fd68;
@@ -2990,10 +3678,10 @@ BB24_59:
 	setp.eq.s32	%p65, %r37, 0;
 	and.pred  	%p66, %p64, %p65;
 	mov.f64 	%fd95, %fd24;
-	@!%p66 bra 	BB24_62;
-	bra.uni 	BB24_60;
+	@!%p66 bra 	BB30_62;
+	bra.uni 	BB30_60;
 
-BB24_60:
+BB30_60:
 	shr.s32 	%r39, %r3, 31;
 	and.b32  	%r40, %r39, -2146435072;
 	selp.b32	%r41, -1048576, 2146435072, %p1;
@@ -3001,17 +3689,17 @@ BB24_60:
 	mov.u32 	%r43, 0;
 	mov.b64 	%fd95, {%r43, %r42};
 
-BB24_62:
+BB30_62:
 	setp.eq.f64	%p70, %fd1, 0d0000000000000000;
 	setp.eq.f64	%p71, %fd68, 0d3FF0000000000000;
 	or.pred  	%p72, %p71, %p70;
 	selp.f64	%fd98, 0d3FF0000000000000, %fd95, %p72;
 
-BB24_65:
+BB30_65:
 	st.global.f64 	[%rd1], %fd98;
-	bra.uni 	BB24_130;
+	bra.uni 	BB30_130;
 
-BB24_123:
+BB30_123:
 	{
 	.reg .b32 %temp; 
 	mov.b64 	{%r74, %temp}, %fd1;
@@ -3021,10 +3709,10 @@ BB24_123:
 	setp.eq.s32	%p133, %r74, 0;
 	and.pred  	%p134, %p132, %p133;
 	mov.f64 	%fd103, %fd57;
-	@!%p134 bra 	BB24_126;
-	bra.uni 	BB24_124;
+	@!%p134 bra 	BB30_126;
+	bra.uni 	BB30_124;
 
-BB24_124:
+BB30_124:
 	shr.s32 	%r76, %r5, 31;
 	and.b32  	%r77, %r76, -2146435072;
 	selp.b32	%r78, -1048576, 2146435072, %p2;
@@ -3032,16 +3720,16 @@ BB24_124:
 	mov.u32 	%r80, 0;
 	mov.b64 	%fd103, {%r80, %r79};
 
-BB24_126:
+BB30_126:
 	setp.eq.f64	%p138, %fd68, 0d0000000000000000;
 	setp.eq.f64	%p139, %fd1, 0d3FF0000000000000;
 	or.pred  	%p140, %p139, %p138;
 	selp.f64	%fd106, 0d3FF0000000000000, %fd103, %p140;
 
-BB24_129:
+BB30_129:
 	st.global.f64 	[%rd1], %fd106;
 
-BB24_130:
+BB30_130:
 	bar.sync 	0;
 	ret;
 }
@@ -3075,7 +3763,7 @@ BB24_130:
 	mov.u32 	%r7, %tid.x;
 	mad.lo.s32 	%r1, %r5, %r6, %r7;
 	setp.ge.s32	%p3, %r1, %r4;
-	@%p3 bra 	BB25_126;
+	@%p3 bra 	BB31_126;
 
 	cvta.to.global.u64 	%rd4, %rd3;
 	cvta.to.global.u64 	%rd5, %rd2;
@@ -3084,86 +3772,86 @@ BB24_130:
 	ld.global.f32 	%f2, [%rd7];
 	add.s64 	%rd1, %rd4, %rd6;
 	setp.eq.s32	%p4, %r3, 0;
-	@%p4 bra 	BB25_64;
+	@%p4 bra 	BB31_64;
 
 	mov.f32 	%f261, 0f7F7FFFFF;
 	setp.gt.s32	%p5, %r2, 8;
-	@%p5 bra 	BB25_19;
+	@%p5 bra 	BB31_19;
 
 	setp.gt.s32	%p19, %r2, 3;
-	@%p19 bra 	BB25_11;
+	@%p19 bra 	BB31_11;
 
 	setp.gt.s32	%p26, %r2, 1;
-	@%p26 bra 	BB25_8;
+	@%p26 bra 	BB31_8;
 
 	setp.eq.s32	%p29, %r2, 0;
-	@%p29 bra 	BB25_62;
-	bra.uni 	BB25_6;
+	@%p29 bra 	BB31_62;
+	bra.uni 	BB31_6;
 
-BB25_62:
+BB31_62:
 	add.f32 	%f261, %f1, %f2;
-	bra.uni 	BB25_63;
+	bra.uni 	BB31_63;
 
-BB25_64:
+BB31_64:
 	mov.f32 	%f264, 0f7F7FFFFF;
 	setp.gt.s32	%p72, %r2, 8;
-	@%p72 bra 	BB25_81;
+	@%p72 bra 	BB31_81;
 
 	setp.gt.s32	%p86, %r2, 3;
-	@%p86 bra 	BB25_73;
+	@%p86 bra 	BB31_73;
 
 	setp.gt.s32	%p93, %r2, 1;
-	@%p93 bra 	BB25_70;
+	@%p93 bra 	BB31_70;
 
 	setp.eq.s32	%p96, %r2, 0;
-	@%p96 bra 	BB25_124;
-	bra.uni 	BB25_68;
+	@%p96 bra 	BB31_124;
+	bra.uni 	BB31_68;
 
-BB25_124:
+BB31_124:
 	add.f32 	%f264, %f1, %f2;
-	bra.uni 	BB25_125;
+	bra.uni 	BB31_125;
 
-BB25_19:
+BB31_19:
 	setp.gt.s32	%p6, %r2, 13;
-	@%p6 bra 	BB25_28;
+	@%p6 bra 	BB31_28;
 
 	setp.gt.s32	%p13, %r2, 10;
-	@%p13 bra 	BB25_24;
+	@%p13 bra 	BB31_24;
 
 	setp.eq.s32	%p17, %r2, 9;
-	@%p17 bra 	BB25_44;
-	bra.uni 	BB25_22;
+	@%p17 bra 	BB31_44;
+	bra.uni 	BB31_22;
 
-BB25_44:
+BB31_44:
 	setp.eq.f32	%p40, %f1, %f2;
 	selp.f32	%f261, 0f3F800000, 0f00000000, %p40;
-	bra.uni 	BB25_63;
+	bra.uni 	BB31_63;
 
-BB25_81:
+BB31_81:
 	setp.gt.s32	%p73, %r2, 13;
-	@%p73 bra 	BB25_90;
+	@%p73 bra 	BB31_90;
 
 	setp.gt.s32	%p80, %r2, 10;
-	@%p80 bra 	BB25_86;
+	@%p80 bra 	BB31_86;
 
 	setp.eq.s32	%p84, %r2, 9;
-	@%p84 bra 	BB25_106;
-	bra.uni 	BB25_84;
+	@%p84 bra 	BB31_106;
+	bra.uni 	BB31_84;
 
-BB25_106:
+BB31_106:
 	setp.eq.f32	%p107, %f2, %f1;
 	selp.f32	%f264, 0f3F800000, 0f00000000, %p107;
-	bra.uni 	BB25_125;
+	bra.uni 	BB31_125;
 
-BB25_11:
+BB31_11:
 	setp.gt.s32	%p20, %r2, 5;
-	@%p20 bra 	BB25_15;
+	@%p20 bra 	BB31_15;
 
 	setp.eq.s32	%p24, %r2, 4;
-	@%p24 bra 	BB25_47;
-	bra.uni 	BB25_13;
+	@%p24 bra 	BB31_47;
+	bra.uni 	BB31_13;
 
-BB25_47:
+BB31_47:
 	mul.f32 	%f90, %f2, 0f3F000000;
 	cvt.rzi.f32.f32	%f91, %f90;
 	fma.rn.f32 	%f92, %f91, 0fC0000000, %f2;
@@ -3263,11 +3951,11 @@ BB25_47:
 	setp.gt.f32	%p50, %f152, 0f42D20000;
 	selp.f32	%f259, 0f7F800000, %f162, %p50;
 	setp.eq.f32	%p51, %f259, 0f7F800000;
-	@%p51 bra 	BB25_49;
+	@%p51 bra 	BB31_49;
 
 	fma.rn.f32 	%f259, %f259, %f22, %f259;
 
-BB25_49:
+BB31_49:
 	setp.lt.f32	%p52, %f1, 0f00000000;
 	setp.eq.f32	%p53, %f19, 0f3F800000;
 	and.pred  	%p1, %p52, %p53;
@@ -3276,10 +3964,10 @@ BB25_49:
 	mov.b32 	 %f163, %r21;
 	selp.f32	%f260, %f163, %f259, %p1;
 	setp.eq.f32	%p54, %f1, 0f00000000;
-	@%p54 bra 	BB25_52;
-	bra.uni 	BB25_50;
+	@%p54 bra 	BB31_52;
+	bra.uni 	BB31_50;
 
-BB25_52:
+BB31_52:
 	add.f32 	%f165, %f1, %f1;
 	mov.b32 	 %r22, %f165;
 	selp.b32	%r23, %r22, 0, %p53;
@@ -3287,17 +3975,17 @@ BB25_52:
 	setp.lt.f32	%p58, %f2, 0f00000000;
 	selp.b32	%r25, %r24, %r23, %p58;
 	mov.b32 	 %f260, %r25;
-	bra.uni 	BB25_53;
+	bra.uni 	BB31_53;
 
-BB25_28:
+BB31_28:
 	setp.gt.s32	%p7, %r2, 15;
-	@%p7 bra 	BB25_32;
+	@%p7 bra 	BB31_32;
 
 	setp.eq.s32	%p11, %r2, 14;
-	@%p11 bra 	BB25_41;
-	bra.uni 	BB25_30;
+	@%p11 bra 	BB31_41;
+	bra.uni 	BB31_30;
 
-BB25_41:
+BB31_41:
 	cvt.rni.s64.f32	%rd8, %f1;
 	cvt.rni.s64.f32	%rd9, %f2;
 	cvt.u32.u64	%r8, %rd8;
@@ -3305,17 +3993,17 @@ BB25_41:
 	or.b32  	%r10, %r9, %r8;
 	setp.eq.s32	%p37, %r10, 0;
 	selp.f32	%f261, 0f00000000, 0f3F800000, %p37;
-	bra.uni 	BB25_63;
+	bra.uni 	BB31_63;
 
-BB25_73:
+BB31_73:
 	setp.gt.s32	%p87, %r2, 5;
-	@%p87 bra 	BB25_77;
+	@%p87 bra 	BB31_77;
 
 	setp.eq.s32	%p91, %r2, 4;
-	@%p91 bra 	BB25_109;
-	bra.uni 	BB25_75;
+	@%p91 bra 	BB31_109;
+	bra.uni 	BB31_75;
 
-BB25_109:
+BB31_109:
 	mul.f32 	%f181, %f1, 0f3F000000;
 	cvt.rzi.f32.f32	%f182, %f181;
 	fma.rn.f32 	%f183, %f182, 0fC0000000, %f1;
@@ -3415,11 +4103,11 @@ BB25_109:
 	setp.gt.f32	%p117, %f243, 0f42D20000;
 	selp.f32	%f262, 0f7F800000, %f253, %p117;
 	setp.eq.f32	%p118, %f262, 0f7F800000;
-	@%p118 bra 	BB25_111;
+	@%p118 bra 	BB31_111;
 
 	fma.rn.f32 	%f262, %f262, %f59, %f262;
 
-BB25_111:
+BB31_111:
 	setp.lt.f32	%p119, %f2, 0f00000000;
 	setp.eq.f32	%p120, %f56, 0f3F800000;
 	and.pred  	%p2, %p119, %p120;
@@ -3428,10 +4116,10 @@ BB25_111:
 	mov.b32 	 %f254, %r46;
 	selp.f32	%f263, %f254, %f262, %p2;
 	setp.eq.f32	%p121, %f2, 0f00000000;
-	@%p121 bra 	BB25_114;
-	bra.uni 	BB25_112;
+	@%p121 bra 	BB31_114;
+	bra.uni 	BB31_112;
 
-BB25_114:
+BB31_114:
 	add.f32 	%f256, %f2, %f2;
 	mov.b32 	 %r47, %f256;
 	selp.b32	%r48, %r47, 0, %p120;
@@ -3439,17 +4127,17 @@ BB25_114:
 	setp.lt.f32	%p125, %f1, 0f00000000;
 	selp.b32	%r50, %r49, %r48, %p125;
 	mov.b32 	 %f263, %r50;
-	bra.uni 	BB25_115;
+	bra.uni 	BB31_115;
 
-BB25_90:
+BB31_90:
 	setp.gt.s32	%p74, %r2, 15;
-	@%p74 bra 	BB25_94;
+	@%p74 bra 	BB31_94;
 
 	setp.eq.s32	%p78, %r2, 14;
-	@%p78 bra 	BB25_103;
-	bra.uni 	BB25_92;
+	@%p78 bra 	BB31_103;
+	bra.uni 	BB31_92;
 
-BB25_103:
+BB31_103:
 	cvt.rni.s64.f32	%rd12, %f2;
 	cvt.rni.s64.f32	%rd13, %f1;
 	cvt.u32.u64	%r33, %rd12;
@@ -3457,185 +4145,185 @@ BB25_103:
 	or.b32  	%r35, %r34, %r33;
 	setp.eq.s32	%p104, %r35, 0;
 	selp.f32	%f264, 0f00000000, 0f3F800000, %p104;
-	bra.uni 	BB25_125;
+	bra.uni 	BB31_125;
 
-BB25_8:
+BB31_8:
 	setp.eq.s32	%p27, %r2, 2;
-	@%p27 bra 	BB25_61;
-	bra.uni 	BB25_9;
+	@%p27 bra 	BB31_61;
+	bra.uni 	BB31_9;
 
-BB25_61:
+BB31_61:
 	mul.f32 	%f261, %f1, %f2;
-	bra.uni 	BB25_63;
+	bra.uni 	BB31_63;
 
-BB25_24:
+BB31_24:
 	setp.eq.s32	%p14, %r2, 11;
-	@%p14 bra 	BB25_43;
+	@%p14 bra 	BB31_43;
 
 	setp.eq.s32	%p15, %r2, 12;
-	@%p15 bra 	BB25_42;
-	bra.uni 	BB25_26;
+	@%p15 bra 	BB31_42;
+	bra.uni 	BB31_26;
 
-BB25_42:
+BB31_42:
 	max.f32 	%f261, %f1, %f2;
-	bra.uni 	BB25_63;
+	bra.uni 	BB31_63;
 
-BB25_15:
+BB31_15:
 	setp.eq.s32	%p21, %r2, 6;
-	@%p21 bra 	BB25_46;
+	@%p21 bra 	BB31_46;
 
 	setp.eq.s32	%p22, %r2, 7;
-	@%p22 bra 	BB25_45;
-	bra.uni 	BB25_17;
+	@%p22 bra 	BB31_45;
+	bra.uni 	BB31_17;
 
-BB25_45:
+BB31_45:
 	setp.gt.f32	%p42, %f1, %f2;
 	selp.f32	%f261, 0f3F800000, 0f00000000, %p42;
-	bra.uni 	BB25_63;
+	bra.uni 	BB31_63;
 
-BB25_32:
+BB31_32:
 	setp.eq.s32	%p8, %r2, 16;
-	@%p8 bra 	BB25_40;
+	@%p8 bra 	BB31_40;
 
 	setp.eq.s32	%p9, %r2, 17;
-	@%p9 bra 	BB25_37;
-	bra.uni 	BB25_34;
+	@%p9 bra 	BB31_37;
+	bra.uni 	BB31_34;
 
-BB25_37:
+BB31_37:
 	setp.eq.f32	%p32, %f2, 0f00000000;
 	setp.eq.f32	%p33, %f2, 0f80000000;
 	or.pred  	%p34, %p32, %p33;
 	mov.f32 	%f261, 0f7FC00000;
-	@%p34 bra 	BB25_63;
+	@%p34 bra 	BB31_63;
 
 	div.rn.f32 	%f261, %f1, %f2;
 	abs.f32 	%f80, %f261;
 	setp.geu.f32	%p35, %f80, 0f7F800000;
-	@%p35 bra 	BB25_63;
+	@%p35 bra 	BB31_63;
 
 	cvt.rmi.f32.f32	%f81, %f261;
 	mul.f32 	%f82, %f2, %f81;
 	sub.f32 	%f261, %f1, %f82;
-	bra.uni 	BB25_63;
+	bra.uni 	BB31_63;
 
-BB25_70:
+BB31_70:
 	setp.eq.s32	%p94, %r2, 2;
-	@%p94 bra 	BB25_123;
-	bra.uni 	BB25_71;
+	@%p94 bra 	BB31_123;
+	bra.uni 	BB31_71;
 
-BB25_123:
+BB31_123:
 	mul.f32 	%f264, %f1, %f2;
-	bra.uni 	BB25_125;
+	bra.uni 	BB31_125;
 
-BB25_86:
+BB31_86:
 	setp.eq.s32	%p81, %r2, 11;
-	@%p81 bra 	BB25_105;
+	@%p81 bra 	BB31_105;
 
 	setp.eq.s32	%p82, %r2, 12;
-	@%p82 bra 	BB25_104;
-	bra.uni 	BB25_88;
+	@%p82 bra 	BB31_104;
+	bra.uni 	BB31_88;
 
-BB25_104:
+BB31_104:
 	max.f32 	%f264, %f2, %f1;
-	bra.uni 	BB25_125;
+	bra.uni 	BB31_125;
 
-BB25_77:
+BB31_77:
 	setp.eq.s32	%p88, %r2, 6;
-	@%p88 bra 	BB25_108;
+	@%p88 bra 	BB31_108;
 
 	setp.eq.s32	%p89, %r2, 7;
-	@%p89 bra 	BB25_107;
-	bra.uni 	BB25_79;
+	@%p89 bra 	BB31_107;
+	bra.uni 	BB31_79;
 
-BB25_107:
+BB31_107:
 	setp.gt.f32	%p109, %f2, %f1;
 	selp.f32	%f264, 0f3F800000, 0f00000000, %p109;
-	bra.uni 	BB25_125;
+	bra.uni 	BB31_125;
 
-BB25_94:
+BB31_94:
 	setp.eq.s32	%p75, %r2, 16;
-	@%p75 bra 	BB25_102;
+	@%p75 bra 	BB31_102;
 
 	setp.eq.s32	%p76, %r2, 17;
-	@%p76 bra 	BB25_99;
-	bra.uni 	BB25_96;
+	@%p76 bra 	BB31_99;
+	bra.uni 	BB31_96;
 
-BB25_99:
+BB31_99:
 	setp.eq.f32	%p99, %f1, 0f00000000;
 	setp.eq.f32	%p100, %f1, 0f80000000;
 	or.pred  	%p101, %p99, %p100;
 	mov.f32 	%f264, 0f7FC00000;
-	@%p101 bra 	BB25_125;
+	@%p101 bra 	BB31_125;
 
 	div.rn.f32 	%f264, %f2, %f1;
 	abs.f32 	%f171, %f264;
 	setp.geu.f32	%p102, %f171, 0f7F800000;
-	@%p102 bra 	BB25_125;
+	@%p102 bra 	BB31_125;
 
 	cvt.rmi.f32.f32	%f172, %f264;
 	mul.f32 	%f173, %f1, %f172;
 	sub.f32 	%f264, %f2, %f173;
-	bra.uni 	BB25_125;
+	bra.uni 	BB31_125;
 
-BB25_6:
+BB31_6:
 	setp.eq.s32	%p30, %r2, 1;
-	@%p30 bra 	BB25_7;
-	bra.uni 	BB25_63;
+	@%p30 bra 	BB31_7;
+	bra.uni 	BB31_63;
 
-BB25_7:
+BB31_7:
 	sub.f32 	%f261, %f1, %f2;
-	bra.uni 	BB25_63;
+	bra.uni 	BB31_63;
 
-BB25_22:
+BB31_22:
 	setp.eq.s32	%p18, %r2, 10;
-	@%p18 bra 	BB25_23;
-	bra.uni 	BB25_63;
+	@%p18 bra 	BB31_23;
+	bra.uni 	BB31_63;
 
-BB25_23:
+BB31_23:
 	setp.neu.f32	%p39, %f1, %f2;
 	selp.f32	%f261, 0f3F800000, 0f00000000, %p39;
-	bra.uni 	BB25_63;
+	bra.uni 	BB31_63;
 
-BB25_13:
+BB31_13:
 	setp.eq.s32	%p25, %r2, 5;
-	@%p25 bra 	BB25_14;
-	bra.uni 	BB25_63;
+	@%p25 bra 	BB31_14;
+	bra.uni 	BB31_63;
 
-BB25_14:
+BB31_14:
 	setp.lt.f32	%p44, %f1, %f2;
 	selp.f32	%f261, 0f3F800000, 0f00000000, %p44;
-	bra.uni 	BB25_63;
+	bra.uni 	BB31_63;
 
-BB25_30:
+BB31_30:
 	setp.eq.s32	%p12, %r2, 15;
-	@%p12 bra 	BB25_31;
-	bra.uni 	BB25_63;
+	@%p12 bra 	BB31_31;
+	bra.uni 	BB31_63;
 
-BB25_31:
+BB31_31:
 	mul.f32 	%f84, %f1, %f2;
 	mov.f32 	%f85, 0f3F800000;
 	sub.f32 	%f261, %f85, %f84;
-	bra.uni 	BB25_63;
+	bra.uni 	BB31_63;
 
-BB25_9:
+BB31_9:
 	setp.eq.s32	%p28, %r2, 3;
-	@%p28 bra 	BB25_10;
-	bra.uni 	BB25_63;
+	@%p28 bra 	BB31_10;
+	bra.uni 	BB31_63;
 
-BB25_10:
+BB31_10:
 	div.rn.f32 	%f261, %f1, %f2;
-	bra.uni 	BB25_63;
+	bra.uni 	BB31_63;
 
-BB25_43:
+BB31_43:
 	min.f32 	%f261, %f1, %f2;
-	bra.uni 	BB25_63;
+	bra.uni 	BB31_63;
 
-BB25_26:
+BB31_26:
 	setp.eq.s32	%p16, %r2, 13;
-	@%p16 bra 	BB25_27;
-	bra.uni 	BB25_63;
+	@%p16 bra 	BB31_27;
+	bra.uni 	BB31_63;
 
-BB25_27:
+BB31_27:
 	cvt.rni.s64.f32	%rd10, %f1;
 	cvt.rni.s64.f32	%rd11, %f2;
 	cvt.u32.u64	%r11, %rd10;
@@ -3643,100 +4331,100 @@ BB25_27:
 	and.b32  	%r13, %r12, %r11;
 	setp.eq.s32	%p38, %r13, 0;
 	selp.f32	%f261, 0f00000000, 0f3F800000, %p38;
-	bra.uni 	BB25_63;
+	bra.uni 	BB31_63;
 
-BB25_46:
+BB31_46:
 	setp.le.f32	%p43, %f1, %f2;
 	selp.f32	%f261, 0f3F800000, 0f00000000, %p43;
-	bra.uni 	BB25_63;
+	bra.uni 	BB31_63;
 
-BB25_17:
+BB31_17:
 	setp.eq.s32	%p23, %r2, 8;
-	@%p23 bra 	BB25_18;
-	bra.uni 	BB25_63;
+	@%p23 bra 	BB31_18;
+	bra.uni 	BB31_63;
 
-BB25_18:
+BB31_18:
 	setp.ge.f32	%p41, %f1, %f2;
 	selp.f32	%f261, 0f3F800000, 0f00000000, %p41;
-	bra.uni 	BB25_63;
+	bra.uni 	BB31_63;
 
-BB25_40:
+BB31_40:
 	setp.neu.f32	%p36, %f1, 0f00000000;
 	sub.f32 	%f83, %f1, %f2;
 	selp.f32	%f261, %f83, 0f00000000, %p36;
-	bra.uni 	BB25_63;
+	bra.uni 	BB31_63;
 
-BB25_34:
+BB31_34:
 	setp.ne.s32	%p10, %r2, 18;
-	@%p10 bra 	BB25_63;
+	@%p10 bra 	BB31_63;
 
 	div.rn.f32 	%f261, %f1, %f2;
 	abs.f32 	%f78, %f261;
 	setp.geu.f32	%p31, %f78, 0f7F800000;
-	@%p31 bra 	BB25_63;
+	@%p31 bra 	BB31_63;
 
 	cvt.rmi.f32.f32	%f261, %f261;
-	bra.uni 	BB25_63;
+	bra.uni 	BB31_63;
 
-BB25_68:
+BB31_68:
 	setp.eq.s32	%p97, %r2, 1;
-	@%p97 bra 	BB25_69;
-	bra.uni 	BB25_125;
+	@%p97 bra 	BB31_69;
+	bra.uni 	BB31_125;
 
-BB25_69:
+BB31_69:
 	sub.f32 	%f264, %f2, %f1;
-	bra.uni 	BB25_125;
+	bra.uni 	BB31_125;
 
-BB25_84:
+BB31_84:
 	setp.eq.s32	%p85, %r2, 10;
-	@%p85 bra 	BB25_85;
-	bra.uni 	BB25_125;
+	@%p85 bra 	BB31_85;
+	bra.uni 	BB31_125;
 
-BB25_85:
+BB31_85:
 	setp.neu.f32	%p106, %f2, %f1;
 	selp.f32	%f264, 0f3F800000, 0f00000000, %p106;
-	bra.uni 	BB25_125;
+	bra.uni 	BB31_125;
 
-BB25_75:
+BB31_75:
 	setp.eq.s32	%p92, %r2, 5;
-	@%p92 bra 	BB25_76;
-	bra.uni 	BB25_125;
+	@%p92 bra 	BB31_76;
+	bra.uni 	BB31_125;
 
-BB25_76:
+BB31_76:
 	setp.lt.f32	%p111, %f2, %f1;
 	selp.f32	%f264, 0f3F800000, 0f00000000, %p111;
-	bra.uni 	BB25_125;
+	bra.uni 	BB31_125;
 
-BB25_92:
+BB31_92:
 	setp.eq.s32	%p79, %r2, 15;
-	@%p79 bra 	BB25_93;
-	bra.uni 	BB25_125;
+	@%p79 bra 	BB31_93;
+	bra.uni 	BB31_125;
 
-BB25_93:
+BB31_93:
 	mul.f32 	%f175, %f1, %f2;
 	mov.f32 	%f176, 0f3F800000;
 	sub.f32 	%f264, %f176, %f175;
-	bra.uni 	BB25_125;
+	bra.uni 	BB31_125;
 
-BB25_71:
+BB31_71:
 	setp.eq.s32	%p95, %r2, 3;
-	@%p95 bra 	BB25_72;
-	bra.uni 	BB25_125;
+	@%p95 bra 	BB31_72;
+	bra.uni 	BB31_125;
 
-BB25_72:
+BB31_72:
 	div.rn.f32 	%f264, %f2, %f1;
-	bra.uni 	BB25_125;
+	bra.uni 	BB31_125;
 
-BB25_105:
+BB31_105:
 	min.f32 	%f264, %f2, %f1;
-	bra.uni 	BB25_125;
+	bra.uni 	BB31_125;
 
-BB25_88:
+BB31_88:
 	setp.eq.s32	%p83, %r2, 13;
-	@%p83 bra 	BB25_89;
-	bra.uni 	BB25_125;
+	@%p83 bra 	BB31_89;
+	bra.uni 	BB31_125;
 
-BB25_89:
+BB31_89:
 	cvt.rni.s64.f32	%rd14, %f2;
 	cvt.rni.s64.f32	%rd15, %f1;
 	cvt.u32.u64	%r36, %rd14;
@@ -3744,71 +4432,71 @@ BB25_89:
 	and.b32  	%r38, %r37, %r36;
 	setp.eq.s32	%p105, %r38, 0;
 	selp.f32	%f264, 0f00000000, 0f3F800000, %p105;
-	bra.uni 	BB25_125;
+	bra.uni 	BB31_125;
 
-BB25_108:
+BB31_108:
 	setp.le.f32	%p110, %f2, %f1;
 	selp.f32	%f264, 0f3F800000, 0f00000000, %p110;
-	bra.uni 	BB25_125;
+	bra.uni 	BB31_125;
 
-BB25_79:
+BB31_79:
 	setp.eq.s32	%p90, %r2, 8;
-	@%p90 bra 	BB25_80;
-	bra.uni 	BB25_125;
+	@%p90 bra 	BB31_80;
+	bra.uni 	BB31_125;
 
-BB25_80:
+BB31_80:
 	setp.ge.f32	%p108, %f2, %f1;
 	selp.f32	%f264, 0f3F800000, 0f00000000, %p108;
-	bra.uni 	BB25_125;
+	bra.uni 	BB31_125;
 
-BB25_102:
+BB31_102:
 	setp.neu.f32	%p103, %f2, 0f00000000;
 	sub.f32 	%f174, %f2, %f1;
 	selp.f32	%f264, %f174, 0f00000000, %p103;
-	bra.uni 	BB25_125;
+	bra.uni 	BB31_125;
 
-BB25_96:
+BB31_96:
 	setp.ne.s32	%p77, %r2, 18;
-	@%p77 bra 	BB25_125;
+	@%p77 bra 	BB31_125;
 
 	div.rn.f32 	%f264, %f2, %f1;
 	abs.f32 	%f169, %f264;
 	setp.geu.f32	%p98, %f169, 0f7F800000;
-	@%p98 bra 	BB25_125;
+	@%p98 bra 	BB31_125;
 
 	cvt.rmi.f32.f32	%f264, %f264;
-	bra.uni 	BB25_125;
+	bra.uni 	BB31_125;
 
-BB25_50:
+BB31_50:
 	setp.geu.f32	%p55, %f1, 0f00000000;
-	@%p55 bra 	BB25_53;
+	@%p55 bra 	BB31_53;
 
 	cvt.rzi.f32.f32	%f164, %f2;
 	setp.neu.f32	%p56, %f164, %f2;
 	selp.f32	%f260, 0f7FFFFFFF, %f260, %p56;
 
-BB25_53:
+BB31_53:
 	add.f32 	%f166, %f20, %f21;
 	mov.b32 	 %r26, %f166;
 	setp.lt.s32	%p59, %r26, 2139095040;
-	@%p59 bra 	BB25_60;
+	@%p59 bra 	BB31_60;
 
 	setp.gtu.f32	%p60, %f20, 0f7F800000;
 	setp.gtu.f32	%p61, %f21, 0f7F800000;
 	or.pred  	%p62, %p60, %p61;
-	@%p62 bra 	BB25_59;
-	bra.uni 	BB25_55;
+	@%p62 bra 	BB31_59;
+	bra.uni 	BB31_55;
 
-BB25_59:
+BB31_59:
 	add.f32 	%f260, %f1, %f2;
-	bra.uni 	BB25_60;
+	bra.uni 	BB31_60;
 
-BB25_55:
+BB31_55:
 	setp.eq.f32	%p63, %f21, 0f7F800000;
-	@%p63 bra 	BB25_58;
-	bra.uni 	BB25_56;
+	@%p63 bra 	BB31_58;
+	bra.uni 	BB31_56;
 
-BB25_58:
+BB31_58:
 	setp.gt.f32	%p66, %f20, 0f3F800000;
 	selp.b32	%r30, 2139095040, 0, %p66;
 	xor.b32  	%r31, %r30, 2139095040;
@@ -3817,38 +4505,38 @@ BB25_58:
 	mov.b32 	 %f167, %r32;
 	setp.eq.f32	%p68, %f1, 0fBF800000;
 	selp.f32	%f260, 0f3F800000, %f167, %p68;
-	bra.uni 	BB25_60;
+	bra.uni 	BB31_60;
 
-BB25_112:
+BB31_112:
 	setp.geu.f32	%p122, %f2, 0f00000000;
-	@%p122 bra 	BB25_115;
+	@%p122 bra 	BB31_115;
 
 	cvt.rzi.f32.f32	%f255, %f1;
 	setp.neu.f32	%p123, %f255, %f1;
 	selp.f32	%f263, 0f7FFFFFFF, %f263, %p123;
 
-BB25_115:
+BB31_115:
 	add.f32 	%f257, %f57, %f58;
 	mov.b32 	 %r51, %f257;
 	setp.lt.s32	%p126, %r51, 2139095040;
-	@%p126 bra 	BB25_122;
+	@%p126 bra 	BB31_122;
 
 	setp.gtu.f32	%p127, %f57, 0f7F800000;
 	setp.gtu.f32	%p128, %f58, 0f7F800000;
 	or.pred  	%p129, %p127, %p128;
-	@%p129 bra 	BB25_121;
-	bra.uni 	BB25_117;
+	@%p129 bra 	BB31_121;
+	bra.uni 	BB31_117;
 
-BB25_121:
+BB31_121:
 	add.f32 	%f263, %f1, %f2;
-	bra.uni 	BB25_122;
+	bra.uni 	BB31_122;
 
-BB25_117:
+BB31_117:
 	setp.eq.f32	%p130, %f58, 0f7F800000;
-	@%p130 bra 	BB25_120;
-	bra.uni 	BB25_118;
+	@%p130 bra 	BB31_120;
+	bra.uni 	BB31_118;
 
-BB25_120:
+BB31_120:
 	setp.gt.f32	%p133, %f57, 0f3F800000;
 	selp.b32	%r55, 2139095040, 0, %p133;
 	xor.b32  	%r56, %r55, 2139095040;
@@ -3857,11 +4545,11 @@ BB25_120:
 	mov.b32 	 %f258, %r57;
 	setp.eq.f32	%p135, %f2, 0fBF800000;
 	selp.f32	%f263, 0f3F800000, %f258, %p135;
-	bra.uni 	BB25_122;
+	bra.uni 	BB31_122;
 
-BB25_56:
+BB31_56:
 	setp.neu.f32	%p64, %f20, 0f7F800000;
-	@%p64 bra 	BB25_60;
+	@%p64 bra 	BB31_60;
 
 	setp.ge.f32	%p65, %f2, 0f00000000;
 	selp.b32	%r27, 2139095040, 0, %p65;
@@ -3869,19 +4557,19 @@ BB25_56:
 	selp.b32	%r29, %r28, %r27, %p1;
 	mov.b32 	 %f260, %r29;
 
-BB25_60:
+BB31_60:
 	setp.eq.f32	%p69, %f2, 0f00000000;
 	setp.eq.f32	%p70, %f1, 0f3F800000;
 	or.pred  	%p71, %p70, %p69;
 	selp.f32	%f261, 0f3F800000, %f260, %p71;
 
-BB25_63:
+BB31_63:
 	st.global.f32 	[%rd1], %f261;
-	bra.uni 	BB25_126;
+	bra.uni 	BB31_126;
 
-BB25_118:
+BB31_118:
 	setp.neu.f32	%p131, %f57, 0f7F800000;
-	@%p131 bra 	BB25_122;
+	@%p131 bra 	BB31_122;
 
 	setp.ge.f32	%p132, %f1, 0f00000000;
 	selp.b32	%r52, 2139095040, 0, %p132;
@@ -3889,16 +4577,16 @@ BB25_118:
 	selp.b32	%r54, %r53, %r52, %p2;
 	mov.b32 	 %f263, %r54;
 
-BB25_122:
+BB31_122:
 	setp.eq.f32	%p136, %f1, 0f00000000;
 	setp.eq.f32	%p137, %f2, 0f3F800000;
 	or.pred  	%p138, %p137, %p136;
 	selp.f32	%f264, 0f3F800000, %f263, %p138;
 
-BB25_125:
+BB31_125:
 	st.global.f32 	[%rd1], %f264;
 
-BB25_126:
+BB31_126:
 	bar.sync 	0;
 	ret;
 }
@@ -3924,14 +4612,14 @@ BB25_126:
 	mov.u32 	%r5, %tid.x;
 	mad.lo.s32 	%r1, %r4, %r3, %r5;
 	setp.ge.s32	%p1, %r1, %r2;
-	@%p1 bra 	BB26_2;
+	@%p1 bra 	BB32_2;
 
 	cvta.to.global.u64 	%rd2, %rd1;
 	mul.wide.s32 	%rd3, %r1, 

<TRUNCATED>