samskalicky commented on a change in pull request #15886: [WIP] Graph Partition
API
URL: https://github.com/apache/incubator-mxnet/pull/15886#discussion_r315340860
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File path: src/common/exec_utils.h
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@@ -621,6 +621,42 @@ inline nnvm::Graph AssignContext(nnvm::Graph g,
return g;
}
+/*!
+ * \brief infers shapes, dtypes, stypes, contexts for the forward graph
+ */
+inline nnvm::Graph InferForwardAttrs(nnvm::Graph g,
+ mxnet::ShapeVector arg_shapes,
+ nnvm::DTypeVector arg_dtypes,
+ StorageTypeVector arg_stypes,
+ const Context& default_ctx,
+ const std::map<std::string, Context>&
ctx_map,
+ const std::vector<Context>& in_arg_ctxes,
+ const std::vector<Context>&
aux_state_ctxes,
+ bool partial_shape = false) {
+ const auto& indexed_graph = g.indexed_graph();
+ const auto num_forward_inputs = indexed_graph.input_nodes().size();
+ g = AssignContext(g, default_ctx, ctx_map, in_arg_ctxes, {},
+ aux_state_ctxes, {}, num_forward_inputs, g.outputs.size());
Review comment:
@mseth10 do we need to run InferStorageType? or can we skip it for the
purpose of partitioning?
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