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2 years ago | |
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| .. | ||
| jetsonnano | 2 years ago | |
| README.md | 2 years ago | |
| darknet_yolo.py | 2 years ago | |
| sample_ir_module.py | 2 years ago | |
| simplenet.ipynb | 2 years ago | |
| simplenet.py | 2 years ago | |
| tune_relay_cuda.py | 2 years ago | |
| use_pass_infra.py | 2 years ago | |
README.md
TVM Realy Learn
1. Overview
Learn TVM Relay, include how to use relay build a network, introduction of tvm pass infra, how to run a dl network in jetsonnano,
how to autotune(by AutoTVM) conv2d op in target(2080Ti, JetsonNano) and so on.
2. Scripts
simplenet.py: how to use relay build a conv+bn+relu simplenet.tvm_relay_cuda.py: how to autotune(by AutoTVM) conv2d op in target(2080Ti, JetsonNano).use_pass_infra.py: introdction of tvm pass infra and how to define a pass in python level.jetsonnao: how to use tvm relay in jetsonnano.
3. requirements
tvm == 0.8.0.dev
psutil
xgboost
tornado
cloudpickle
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Markdown Python C Unix Assembly C++ other