THIS IS A TEST INSTANCE. ALL YOUR CHANGES WILL BE LOST!!!!
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We'll need to version the MXNet operators with accelerator libraries so that as operator implementations change we catch the mismatch against older accelerator libraries.
Milestones
TBD
References
- Subgraph Project description within MXNet
https://cwiki.apache.org/confluence/display/MXNET/Unified+integration+with+external+backend+libraries
- Related project using subgraph API for MKLDNN
https://cwiki.apache.org/confluence/display/MXNET/MXNet+Graph+Optimization+and+Quantization+based+on+subgraph+and+MKL-DNN- - TensorRT runtime integration proposal
https://cwiki.apache.org/confluence/display/MXNET/Runtime+Integration+with+TensorRT
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- TensorRT Graph pass to produce TRT-specific subgraphs
https://github.com/apache/incubator-mxnet/blob/5a9c3af4b101b85047b306575575ea9022a8474e/src/executor/tensorrt_pass.cc
- TensorRT Operator registration inside MXNet
https://github.com/apache/incubator-mxnet/blob/5a9c3af4b101b85047b306575575ea9022a8474e/src/operator/contrib/tensorrt.cc
(Also see other tensorrt.* files in the contrib directory)
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- ONNX to TensorRT conversion
https://github.com/apache/incubator-mxnet/blob/e04565aa9534bdc35bdca57e67ef2307cb473792/src/executor/onnx_to_tensorrt.cc
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- TensorRT execution at runtime
https://github.com/apache/incubator-mxnet/blob/2becd7641fbe264b72425fe6b1ded00cea19d3a8/src/c_api/c_api_executor.cc#L446
https://github.com/apache/incubator-mxnet/blob/5a9c3af4b101b85047b306575575ea9022a8474e/src/executor/trt_graph_executor.cc
- TensorRT Unit Tests
https://github.com/apache/incubator-mxnet/tree/5a9c3af4b101b85047b306575575ea9022a8474e/tests/python/tensorrt
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