Format fixes

Author: diaconuccalin

Deeploy/Targets/Generic/Bindings.py

@@ -21,10 +21,10 @@
     RQIntegerDivTemplate, RQSiGELUTemplate, SliceTemplate, TransposeTemplate, iGELUTemplate, iLayernormTemplate, \
     iRMSNormTemplate, iSoftmaxTemplate
 from Deeploy.Targets.Generic.TypeCheckers import AddChecker, BatchNormChecker, ConcatChecker, ConvChecker, \
-    DebugPrintChecker, DequantChecker, DivChecker, DummyChecker, GatherChecker, GELUChecker, GEMMChecker, \
-    LayerNormChecker, MatMulChecker, MaxPoolChecker, MulChecker, PadChecker, QuantChecker, ReduceMeanChecker, \
-    ReduceSumChecker, ReluChecker, RequantShiftChecker, ReshapeChecker, RQIntegerDivChecker, SliceChecker, \
-    SoftmaxChecker, TransposeChecker
+    ConvTransposeChecker, DebugPrintChecker, DequantChecker, DivChecker, DummyChecker, GatherChecker, GELUChecker, \
+    GEMMChecker, LayerNormChecker, MatMulChecker, MaxPoolChecker, MulChecker, PadChecker, QuantChecker, \
+    ReduceMeanChecker, ReduceSumChecker, ReluChecker, RequantShiftChecker, ReshapeChecker, RQIntegerDivChecker, \
+    SliceChecker, SoftmaxChecker, TransposeChecker
 
 BasicTransformer = CodeTransformation([ArgumentStructGeneration(), MemoryManagementGeneration(), FutureGeneration()])
 

Deeploy/Targets/Generic/Parsers.py

@@ -2748,7 +2748,6 @@ def parseNodeCtxt(self, ctxt: NetworkContext, node: gs.Node, channels_first: boo
 
 class ConvTranspose1DParser(ConvTransposeParser):
 
-
     def __init__(self):
         super().__init__()
 

Deeploy/Targets/Generic/Platform.py

@@ -6,24 +6,26 @@
     RemoveEmptyConvBiasPass
 from Deeploy.DeeployTypes import ConstantBuffer, DeploymentEngine, DeploymentPlatform, NodeMapper, NodeTemplate, \
     StructBuffer, TopologyOptimizer, TransientBuffer, VariableBuffer
-from Deeploy.Targets.Generic.Bindings import BasicAddBindings, BasicConv1DBinding, BasicConv2DBindings, \
-    BasicDebugPrintBindings, BasicDequantBindings, BasicDivBindings, BasicDWConv1DBinding, BasicDWConv2DBindings, \
-    BasicGatherBindings, BasicGELUBindings, BasicGEMMBindings, BasicITAPartialSoftmaxBinding, BasicITASoftmaxBinding, \
-    BasicLayerNormBindings, BasicMatMulBindings, BasicMaxPool1DBindings, BasicMaxPool2DBindings, BasicMulBindings, BasicPad1DBindings, \
-    BasicPad2DBindings, BasicQuantBindings, BasicReduceMeanBindings, BasicReduceSumBindings, BasicReluBinding, \
-    BasicReshapeBindings, BasicRQIntegerDivBinding, BasicRQSBindings, BasicRQSGELUBinding, BasicSliceBindings, \
-    BasicSoftmaxBindings, BasicTransposeBindings, DummyBinding, BasicBatchNormBindings, BasicConvTransposeBindings
-from Deeploy.Targets.Generic.Layers import AddLayer, ConcatLayer, ConvLayer, DebugPrintLayer, DequantLayer, DivLayer, GatherLayer, \
-    GELULayer, GEMMLayer, ITAMaxLayer, LayerNormLayer, MatMulLayer, MaxPoolLayer, MulLayer, PadLayer, QuantLayer, \
-    ReduceMeanLayer, ReduceSumLayer, ReluLayer, RequantShiftLayer, ReshapeLayer, RQIntegerDivLayer, RQSiGELULayer, \
-    SliceLayer, SoftmaxLayer, TransposeLayer, BatchNormalizationLayer, ConvTransposeLayer
-from Deeploy.Targets.Generic.Parsers import AddParser, ConcatParser, DebugParser, DequantParser, DivParser, DummyParser, \
-    FlattenParser, GatherParser, GELUParser, GenericConv1DParser, GenericConv2DParser, GenericDWConv1DParser, \
-    GenericDWConv2DParser, GenericGEMMParser, GenericMaxPool2DParser, IntegerDivParser, ITAMaxParser, \
-    ITAPartialMaxParser, LayerNormParser, MatMulParser, MulParser, Pad1DParser, Pad2DParser, QuantParser, \
-    ReduceMeanParser, ReduceSumParser, ReluParser, RequantShiftParser, ReshapeParser, RQIntegerDivParser, \
-    RQSiGELUParser, SliceParser, SoftmaxParser, TransposeParser, UnsqueezeParser, iLayerNormParser, iSoftmaxParser, \
-    BatchNormParser, ConvTransposeParser, MaxPool1DParser, ConvTranspose1DParser
+from Deeploy.Targets.Generic.Bindings import BasicAddBindings, BasicBatchNormBindings, BasicConv2DBindings, \
+    BasicConvTransposeBindings, BasicDebugPrintBindings, BasicDequantBindings, BasicDivBindings, BasicDWConv1DBinding, \
+    BasicDWConv2DBindings, BasicGatherBindings, BasicGELUBindings, BasicGEMMBindings, BasicITAPartialSoftmaxBinding, \
+    BasicITASoftmaxBinding, BasicLayerNormBindings, BasicMatMulBindings, BasicMaxPool1DBindings, \
+    BasicMaxPool2DBindings, BasicMulBindings, BasicPad1DBindings, BasicPad2DBindings, BasicQuantBindings, \
+    BasicReduceMeanBindings, BasicReduceSumBindings, BasicReluBinding, BasicReshapeBindings, BasicRQIntegerDivBinding, \
+    BasicRQSBindings, BasicRQSGELUBinding, BasicSliceBindings, BasicSoftmaxBindings, BasicTransposeBindings, \
+    DummyBinding
+from Deeploy.Targets.Generic.Layers import AddLayer, BatchNormalizationLayer, ConcatLayer, ConvLayer, \
+    ConvTransposeLayer, DebugPrintLayer, DequantLayer, DivLayer, GatherLayer, GELULayer, GEMMLayer, ITAMaxLayer, \
+    LayerNormLayer, MatMulLayer, MaxPoolLayer, MulLayer, PadLayer, QuantLayer, ReduceMeanLayer, ReduceSumLayer, \
+    ReluLayer, RequantShiftLayer, ReshapeLayer, RQIntegerDivLayer, RQSiGELULayer, SliceLayer, SoftmaxLayer, \
+    TransposeLayer
+from Deeploy.Targets.Generic.Parsers import AddParser, BatchNormParser, ConcatParser, ConvTranspose1DParser, \
+    DebugParser, DequantParser, DivParser, DummyParser, FlattenParser, GatherParser, GELUParser, GenericConv1DParser, \
+    GenericConv2DParser, GenericDWConv1DParser, GenericDWConv2DParser, GenericGEMMParser, GenericMaxPool2DParser, \
+    IntegerDivParser, ITAMaxParser, ITAPartialMaxParser, LayerNormParser, MatMulParser, MaxPool1DParser, \
+    MulParser, Pad1DParser, Pad2DParser, QuantParser, ReduceMeanParser, ReduceSumParser, ReluParser, RequantShiftParser, \
+    ReshapeParser, RQIntegerDivParser, RQSiGELUParser, SliceParser, SoftmaxParser, TransposeParser, \
+    UnsqueezeParser, iLayerNormParser, iSoftmaxParser
 from Deeploy.Targets.Generic.Templates import AllocateTemplate, FreeTemplate
 from Deeploy.Targets.Generic.TopologyOptimizationPasses.Passes import DequantPatternPass, ExtractPaddingFromConvPass, \
     ExtractPaddingFromPoolPass, MatMulAddMergePass, MergeConstAddAndRequantPass, QuantPatternPass, \

Deeploy/Targets/Generic/Templates/ConvTransposeTemplate.py

@@ -53,6 +53,7 @@ def alignToContext(self, ctxt: NetworkContext,
 
         return ctxt, operatorRepresentation, []
 
+
 referenceTemplate = _ConvTranspose1D_Template("""
 <%
 batchOffsetIn = ch_im_in * dim_im_in_y