Xiyou Zhou 12440895e4 [MetaSchedule] Add Testing Script with ONNX Support (#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

For Meta Schedule ONNX tuning:
```
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"
```

For AutoScheduler ONNX tuning:
```
python3 -m tvm.meta_schedule.testing.tune_onnx_auto_scheduler \
    --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                               \
    --log-dir      $WORK_DIR                                  \
    |& tee         "$WORK_DIR/$MODEL_NAME.log"
```

2022-06-07 11:08:32 -07:00

..

tvm

[MetaSchedule] Add Testing Script with ONNX Support (#11587)

2022-06-07 11:08:32 -07:00

.gitignore

Generate requirements.txt from Python spec (#7289)

2021-02-04 06:51:12 -08:00

gen_requirements.py

[CI][Caffe Frontend] Change the caffe deps into SSD distribution (#9060)

2022-01-03 15:19:33 -08:00

setup.py

[Python] Populate setuptools description with README.md (#11078)

2022-04-25 17:39:35 -07:00