zxybazh opened a new pull request, #11587:
URL: https://github.com/apache/tvm/pull/11587
This PR introduces 2 tuning script for meta schedule and auto scheduler
tuning support with onnx files. Now we can easily introduce onnx models
benchmarking with command line scripts. Sample tuning call looks similar to the
following script
```
python3 -m tvm.meta_schedule.testing.tune_onnx_meta_schedule \
--model-name "$MODEL_NAME" \
--onnx-path "$ONNX_PATH" \
--input-shape "$INPUT_SHAPE" \
--target "$TARGET" \
--num-trials $NUM_TRIALS \
--rpc-host $RPC_HOST \
--rpc-port $RPC_PORT \
--rpc-key $RPC_KEY \
--rpc-workers $RPC_WORKERS \
--work-dir $WORK_DIR \
|& tee "$WORK_DIR/$MODEL_NAME.log"
```
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