[TVM Discuss] [Questions] Alter_op_layout output 0 in shape

2019-10-25 Thread TonyShang via TVM Discuss
Hi, I tried one script on alter_op_layout as follows. For the first layer, input is (1,3,224,244), infer type generates the layout_transform as 'ty=Tensor[(1, **0**, 224, 224, 4), float32]' @register_alter_op_layout("nn.conv2d", level=102) def alter_conv2d(attrs, inputs, tinfos): d

[TVM Discuss] [Questions] [SOLVED] Compile error related to autotvm

2019-10-25 Thread Philipp Krones via TVM Discuss
I had the exact same problem and after like 3 months, I finally found a solution: I assume you have installed CUDA and also exported `/usr/local/cuda/bin|lib64` (-> `nvcc -V` works). ValueError: arch(sm_xy) **is not passed**, and we cannot detect it from env This suggests that we can pass it

[TVM Discuss] [Questions] Cross Compiling for CUDA without CUDA device

2019-10-25 Thread Philipp Krones via TVM Discuss
See http://tracking.discuss.tvm.ai/tracking/click?d=Q4bt4J5pMQk4yk9JC3EGQvuJELT_J4yS1WEH8aF5wR--UxsVvLGde6hI8bB3bXYX6Nqii6xfWm0WV4eMtD9rR36aCo5xJ1bPZvZdHE3OUz6EGQi-oVlvfGyOJBimah0OFwTouay1AZ_wCZvOv1hJ5XthbYjRpxXAiRhQcxIDLX6qWMwslj3tq_BJmOl9Uoyb-Q2 on how to solve this issue. --- [Visit T

[TVM Discuss] [Questions] [PYNQ][VTA] Run model locally on PYNQ-Z1 instead of via RPC

2019-10-25 Thread Philipp Krones via TVM Discuss
First off, the `test_program_rpc.py` script has to be run on your host machine, not on the PYNQ board. Citing the documentation: > `# On the Host-side` > `python /vta/tests/python/pynq/test_program_rpc.py` The error `No module named tvm` is probably because of a wrong `PYTHONPATH`. Make sure