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Update graph optimization enums and add usage examples in documentation (#554)
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docs/description/netspresso/enums/graph_optimize.md

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@@ -14,18 +14,30 @@ Graph optimization enums for configuring pattern handlers in NetsPresso's graph
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## Available Pattern Handlers
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| Category | Pattern Name | Status | Description |
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|----------|--------------|--------|-------------|
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| **Fuse** | `PatternHandlerFuseBNToConv` || Fuse batch normalization to convolution layers |
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| **Fuse** | `PatternHandlerFuseMathIntoConv` || Fuse math operators (add, sub, mul, div) to convolution recursively |
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| **Fuse** | `PatternHandlerFuseMultiReshapeTranspose` || Fuse multiple reshapes and transposes into one |
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| **Fuse** | `PatternHandlerFuseMultiBranchReshapeTranspose` | To do | Fuse multiple branched reshapes and transposes into one |
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| **Fuse** | `PatternHandlerFuseContinuousConcat` || Fuse continuous concatenation operations |
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| **Fuse** | `PatternHandlerFoldingGeLU` || Optimize GeLU activation functions by folding |
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| **Fuse** | `PatternHandlerFoldingSilu` || Optimize SiLU activation functions by folding |
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| **Fuse** | `PatternHandlerFoldingRMSNorm` || Optimize RMS normalization layers by folding |
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| **Fuse** | `PatternHandlerFoldingLayerNorm` || Optimize layer normalization operations by folding |
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| **Remove** | `PatternHandlerRemoveUselessSlice` || Remove meaningless tensor slice operators |
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| **Replace** | `PatternHandlerReplaceNegToConv` || Replace negation by depthwise convolution |
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| **Replace** | `PatternHandlerReplaceMatmulToConv` || Replace matrix multiplication with convolution operations |
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| **Optimize** | `PatternHandlerChangeAxisOfSoftmax` || Optimize softmax operations by changing axis configurations |
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| Category | Pattern Name | Status |
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|----------|--------------|--------|
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| **Fuse** | `PatternHandlerFoldingGeLU` ||
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| **Fuse** | `PatternHandlerFoldingSilu` ||
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| **Fuse** | `PatternHandlerFoldingRMSNorm` ||
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| **Fuse** | `PatternHandlerFoldingLayerNorm` ||
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| **Optimize** | `PatternHandlerChangeAxisOfSoftmax` ||
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| **Replace** | `PatternHandlerReplaceNegToConv` ||
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| **Fuse** | `PatternHandlerFuseBNToConv` ||
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| **Fuse** | `PatternHandlerFuseContinuousConcat` ||
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| **Fuse** | `PatternHandlerFuseMathIntoConv` ||
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| **Replace** | `PatternHandlerReplaceMatmulToConv` ||
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| **Fuse** | `PatternHandlerFuseMultiReshapeTranspose` ||
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| **Fuse** | `PatternHandlerFuseMultiBranchReshapeTranspose` ||
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| **Remove** | `PatternHandlerRemoveUselessSlice` ||
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## Usage Examples
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### Get All Available Pattern Handlers
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```python
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from netspresso.enums.graph_optimize import GraphOptimizePatternHandler
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# Get all available pattern handlers
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all_patterns = GraphOptimizePatternHandler.get_all()
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print(f"Available patterns: {len(all_patterns)}")
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```

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