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llvm
hpvm-release
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441356d9
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441356d9
authored
5 years ago
by
Hashim Sharif
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Adding Directory Structure and File Description for TensorRT
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llvm/projects/hpvm-tensor-rt/README.md
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llvm/projects/hpvm-tensor-rt/README.md
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@@ -17,3 +17,37 @@ make
```
## Directory Structure
*
./tensor_runtime:
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./tensor_runtime/include/: Include files for Tensor Runtime
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./tensor_runtime/include/tensor_signatures.cc: Include file with Tensor RT signatures
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NOTE: UPDATE this with updated API
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./tensor_runtime/src/: HPVM Tensor RT sources
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./dnn_sources:
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./dnn_sources/src/${BENCH}.cc: Per Bench FULL-precision source
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./dnn_sources/src/half/${BENCH}.cc: Per Bench HALF-precision source
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./dnn_sources/src/promise/${BENCH}.cc: Per Bench PROMISE-API source
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./lib:
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./lib/tensor_runtime.ll
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NOTE: generated from ./tensor_runtime/include/tensor_signatures.cc
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./lib/libtensor_runtime.a
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NOTE: Linked against HPVM benchmarks
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./lib/libtensor_autotuner.a
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NOTE: error-injection library linked with benchmarks
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./bin:
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./bin/install_runtime.sh: Script for moving Tensor RT files to ./lib
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./bin/run_autotuner.py: Python script for running Autotuner experiments
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./bin/setup_tyler_paths.sh: Tyler-specific path setup for Tensor RT
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./bin/setup_jetson.sh: Jetson board specific path setup for Tensor RT
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./bin/swing_selection.py: Script for hardware mapping
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NOTE: Includes the L2,L1 norm mapping to hardware knobs
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./opentuner:
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./opentuner/autotuner/: Autotuner scripts
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./opentuner/autotuner/approxhpvm_tuner.py: Tuner script for ApproxHPVM binaries
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./opentuner/autotuner/promise_tuner.py: Tuner script for tuning PROMISE voltage levels
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