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-rw-r--r--src/backends/backendsCommon/memoryOptimizationStrategies/MemoryOptimizerStrategyValidator.cpp121
1 files changed, 121 insertions, 0 deletions
diff --git a/src/backends/backendsCommon/memoryOptimizationStrategies/MemoryOptimizerStrategyValidator.cpp b/src/backends/backendsCommon/memoryOptimizationStrategies/MemoryOptimizerStrategyValidator.cpp
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+++ b/src/backends/backendsCommon/memoryOptimizationStrategies/MemoryOptimizerStrategyValidator.cpp
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+//
+// Copyright © 2021 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include <backendsCommon/memoryOptimizationStrategies/MemoryOptimizerStrategyValidator.hpp>
+
+namespace armnn
+{
+
+bool MemoryOptimizerValidator::Validate(std::vector<MemBlock>& memBlocks)
+{
+ // Condition #1: All Memblocks have been assigned to a MemBin
+
+ // Condition #2: No Memblock is assigned to multiple MemBins
+
+ // Condition #3: No two Memblocks in a MemBin overlap in both the X and Y axis
+ // Memblocks in a MemBin can overlap on the X axis for SingleAxisPacking
+ // Memblocks in a MemBin can overlap on the Y axis or the X for MultiAxisPacking but not both
+
+ auto memBinVect = m_Strategy->Optimize(memBlocks);
+
+ // Compare each of the input memblocks against every assignedBlock in each bin
+ // if we get through all bins without finding a block return
+ // if at any stage the block is found twice return
+
+ for (auto memBlock : memBlocks)
+ {
+ auto found = false;
+
+ for (auto bin : memBinVect)
+ {
+ for (auto assignedBlock : bin.m_MemBlocks)
+ {
+ if (memBlock.m_Index == assignedBlock.m_Index)
+ {
+ if (found)
+ {
+ // Condition #2: Memblock is assigned to multiple MemBins
+ return false;
+ }
+
+ found = true;
+ }
+ }
+ }
+ // Condition #1: Block not found in any bin so return false as strategy is invalid
+ if (!found)
+ {
+ return false;
+ }
+ }
+
+ // Check for overlaps once we know blocks are all assigned and no duplicates
+ for (auto bin : memBinVect)
+ {
+ for (unsigned int i = 0; i < bin.m_MemBlocks.size(); ++i)
+ {
+ auto assignedBlock = bin.m_MemBlocks[i];
+ auto xStart = assignedBlock.m_Offset;
+ auto xEnd = assignedBlock.m_Offset + assignedBlock.m_MemSize;
+
+ auto yStart = assignedBlock.m_StartOfLife;
+ auto yEnd = assignedBlock.m_EndOfLife;
+ auto assignedIndex = assignedBlock.m_Index;
+
+ // Only compare with blocks after the current one as previous have already been checked
+ for (unsigned int j = i + 1; j < bin.m_MemBlocks.size(); ++j)
+ {
+ auto otherAssignedBlock = bin.m_MemBlocks[j];
+ auto xStartAssigned = otherAssignedBlock.m_Offset;
+ auto xEndAssigned = otherAssignedBlock.m_Offset + otherAssignedBlock.m_MemSize;
+
+ auto yStartAssigned = otherAssignedBlock.m_StartOfLife;
+ auto yEndAssigned = otherAssignedBlock.m_EndOfLife;
+ auto otherIndex = otherAssignedBlock.m_Index;
+
+ // If overlapping on both X and Y then invalid
+ // Inside left of rectangle & Inside right of rectangle
+ if ((((xStart >= xStartAssigned) && (xEnd <= xEndAssigned)) &&
+ // Inside bottom of rectangle & Inside top of rectangle
+ ((yStart >= yStartAssigned) && (yEnd <= yEndAssigned))) &&
+ // Cant overlap with itself
+ (assignedIndex != otherIndex))
+ {
+ // Condition #3: two Memblocks overlap on both the X and Y axis
+ return false;
+ }
+
+ switch (m_Strategy->GetMemBlockStrategyType())
+ {
+ case (MemBlockStrategyType::SingleAxisPacking):
+ {
+ // Inside bottom of rectangle & Inside top of rectangle
+ if (((yStart >= yStartAssigned) && (yEnd <= yEndAssigned)) &&
+ // Cant overlap with itself
+ (assignedIndex != otherIndex))
+ {
+ // Condition #3: invalid as two Memblocks overlap on the Y axis for SingleAxisPacking
+ return false;
+ }
+ break;
+ }
+ case (MemBlockStrategyType::MultiAxisPacking):
+ {
+ break;
+ }
+ default:
+ // Unknown MemBlockStrategyType
+ return false;
+ }
+ }
+
+ }
+ }
+
+ // None of the conditions broken so return true
+ return true;
+}
+
+} // namespace armnn \ No newline at end of file