hls4ml.backends.vitis.passes package
Submodules
hls4ml.backends.vitis.passes.feature_check module
- class hls4ml.backends.vitis.passes.feature_check.ValidateConvImplementation
Bases:
OptimizerPass- match(node)
Predicate to match on a given node.
- Parameters:
node (Layer) – Node in the model graph to try matching the optimizer on.
- transform(model, node)
Transformation to apply if matching was successful.
Transform should return a boolean value indicating if the model graph was altered (by adding/removing nodes).
- Parameters:
model (ModelGraph) – Model to optimize
node (Layer) – The matched node in the model graph.
- class hls4ml.backends.vitis.passes.feature_check.ValidateResourceStrategy
Bases:
OptimizerPass- match(node)
Predicate to match on a given node.
- Parameters:
node (Layer) – Node in the model graph to try matching the optimizer on.
- transform(model, node)
Transformation to apply if matching was successful.
Transform should return a boolean value indicating if the model graph was altered (by adding/removing nodes).
- Parameters:
model (ModelGraph) – Model to optimize
node (Layer) – The matched node in the model graph.
- class hls4ml.backends.vitis.passes.feature_check.ValidateResourceUnrolledStrategy
Bases:
OptimizerPass- match(node)
Predicate to match on a given node.
- Parameters:
node (Layer) – Node in the model graph to try matching the optimizer on.
- transform(model, node)
Transformation to apply if matching was successful.
Transform should return a boolean value indicating if the model graph was altered (by adding/removing nodes).
- Parameters:
model (ModelGraph) – Model to optimize
node (Layer) – The matched node in the model graph.