From 1016853d56a19498d289ff8a6bda3d767a731f2d Mon Sep 17 00:00:00 2001 From: Abraham Chan Date: Sat, 15 Jun 2024 13:30:08 -0700 Subject: [PATCH] Add trained model to MNIST sample --- docker/Dockerfile | 10 +++++++++- .../vision_models/mnist/compile.sh | 12 ++++++++---- .../vision_models/mnist/model.onnx | Bin 0 -> 252845 bytes 3 files changed, 17 insertions(+), 5 deletions(-) create mode 100644 sample_programs/ml_sample_programs/vision_models/mnist/model.onnx diff --git a/docker/Dockerfile b/docker/Dockerfile index 6f3b58e1..14ea2f14 100644 --- a/docker/Dockerfile +++ b/docker/Dockerfile @@ -123,4 +123,12 @@ ENV CPLUS_INCLUDE_PATH=/root/local/include:$CPLUS_INCLUDE_PATH ENV LIBRARY_PATH=/root/local/lib:$LIBRARY_PATH ENV LD_LIBRARY_PATH=/root/local/lib:$LD_LIBRARY_PATH -WORKDIR /home/LLTFI \ No newline at end of file +WORKDIR /home/LLTFI + +### Install GraphViz package to visualize tracing +RUN apt-get install graphviz +RUN apt-get install imagemagick + +### Install vim for convenience +RUN apt-get install vim + diff --git a/sample_programs/ml_sample_programs/vision_models/mnist/compile.sh b/sample_programs/ml_sample_programs/vision_models/mnist/compile.sh index 6c6c8deb..d91edd95 100755 --- a/sample_programs/ml_sample_programs/vision_models/mnist/compile.sh +++ b/sample_programs/ml_sample_programs/vision_models/mnist/compile.sh @@ -1,8 +1,12 @@ -printf "\n[Compile Script]: Generating TF model\n" -python3 mnist-cnn.py +if [ -f "$FILE" ]; then + echo "$FILE exists. Run ./clean.sh to retrain model." +else + printf "\n[Compile Script]: Generating TF and ONNX models\n" + python3 mnist-cnn.py + python3 -m tf2onnx.convert --saved-model mnist-cnn.tf --output model.onnx +fi -printf "\n[Compile Script]: Convert TF model to LLVM IR\n" -python3 -m tf2onnx.convert --saved-model mnist-cnn.tf --output model.onnx +printf "\n[Compile Script]: Convert ONNX model to LLVM IR\n" python3 ../../../../tools/ExtendONNXModel.py --model_path ./model.onnx --output_model_path ./extendedmodel.onnx > expected_op_seq.txt onnx-mlir --EmitLLVMIR extendedmodel.onnx --instrument-onnx-ops="ALL" --InstrumentBeforeAndAfterOp mlir-translate -mlir-to-llvmir extendedmodel.onnx.mlir > model.mlir.ll diff --git a/sample_programs/ml_sample_programs/vision_models/mnist/model.onnx b/sample_programs/ml_sample_programs/vision_models/mnist/model.onnx new file mode 100644 index 0000000000000000000000000000000000000000..79797fd778ef4d15a224508835f850a604c8221f GIT binary patch literal 252845 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