Support dynamic and 3D instanceNormalization #515
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kevinch-nv
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Oct 20, 2020
* Prefix logging messages with [TRT] (#497) * Add local build instructions (#498) * fix duplicate layer names bug (#446) (#467) Suppose we have a network with (not all distinct) layer names layer layer_1 layer When ImporterContext sees "layer", it sees it's not in mLayerNameCounts, and sets mLayerNameCounts["layer"] = 1 and adds a TRT layer with name "layer". It then sees "layer_1", concludes it's not in mLayerNameCounts, so it sets mLayerNameCounts["layer_1"] = 1 and adds a TRT layer with name "layer_1". NOW when it sees "layer", it sees that mLayerNameCounts["layer"] == 1, so we produce a "uniqueName" of "layer" + "_" + std::to_string(mLayerNameCounts["layer"] ), ie "layer_1", which is a name conflict for the TRT net. This change keeps track of all inserted names in a set and in the case of duplicates, tries suffix-appended modifications of the duplicated name by ever increasing integers until a name appears which has not been used. * Support Dynamic and 3D instanceNormalization (#515) * Add restrictions on multi-input convolutions (#521) * Update resize limitations in TensorRT (#538) Signed-off-by: Kevin Chen <[email protected]> Co-authored-by: Thomas Peters <[email protected]>
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Signed-off-by: Kevin Chen [email protected]