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[MXNET-703] Describe onnx opsets and major version
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KellenSunderland committed Jan 14, 2019
1 parent 96b46eb commit a264afc
Showing 1 changed file with 12 additions and 3 deletions.
15 changes: 12 additions & 3 deletions src/operator/contrib/nnvm_to_onnx.cc
Original file line number Diff line number Diff line change
Expand Up @@ -86,10 +86,19 @@ op::ONNXParam ConvertNnvmGraphToOnnx(
}

ModelProto model_proto;
// Need to determine IR versions and features to support

// We're currently serializing our models in ONNX 3, opset 8 as it is best supported by the
// currently linked version of the onnx-tensorrt library.
// More information on ONNX versions and opsets can be found at:
// https://github.com/onnx/onnx/blob/master/docs/IR.md

auto opset_proto = model_proto.add_opset_import();
opset_proto->set_version(static_cast<int64>(8));
model_proto.set_ir_version(static_cast<int64>(3));
const int64 onnx_opset = 8;
const int64 onnx_major_version = 3;

// Declare our ONNX versions in our protobuf model.
opset_proto->set_version(onnx_opset);
model_proto.set_ir_version(onnx_major_version);

GraphProto* graph_proto = model_proto.mutable_graph();
auto subgraph_name_id = subgraph_count.fetch_add(1);
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