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Posted to commits@tvm.apache.org by GitBox <gi...@apache.org> on 2020/07/15 06:40:48 UTC

[GitHub] [incubator-tvm] MaxS1996 opened a new issue #6060: Deploy autotuned network as bundle on ARM fails

MaxS1996 opened a new issue #6060:
URL: https://github.com/apache/incubator-tvm/issues/6060


   I created a simple MNIST test case to evaluate the performance of different DL Compilers on an Raspberry Pi 4. I was able to build a standalone bundle by modifying the bundle example at /apps/bundle.
   But this fails, if I generated the model.o, params.bin and graph.json with autoTVM.
   The binary still gets created, but fails when I try to run it on the device
   
   The error message is (6 different versions):
   `function handle for fused_... not found`
   
   * `transpose_multiply_round_clip_cast_layout_transform`
   * `nn_contrib_conv2d_NCHWc_add_right_shift_clip_cast_1`
   * `cast_multiply_add_nn_relu_1`
   * `nn_contrib_conv2d_NCHWc_add_right_shift_clip_cast`
   * `nn_max_pool2d_multiply_round_clip_cast`
   * `cast_multiply_add_nn_relu`
   
   I guess, these functions have been created by the autontuning step, but somehow do not end up in the executable. How can I add them?


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[GitHub] [incubator-tvm] tqchen edited a comment on issue #6060: Deploy autotuned network as bundle on ARM fails

Posted by GitBox <gi...@apache.org>.
tqchen edited a comment on issue #6060:
URL: https://github.com/apache/incubator-tvm/issues/6060#issuecomment-658843848


   Thanks for reporting the problem, the community uses https://discuss.tvm.ai/ for related trouble shooting questions, please open a new thread there and provide a few mode steps. 
   
   Please also consider to look at https://github.com/apache/incubator-tvm/tree/master/apps/benchmark for reference examples.


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[GitHub] [incubator-tvm] MaxS1996 commented on issue #6060: Deploy autotuned network as bundle on ARM fails

Posted by GitBox <gi...@apache.org>.
MaxS1996 commented on issue #6060:
URL: https://github.com/apache/incubator-tvm/issues/6060#issuecomment-658857275


   https://discuss.tvm.ai/t/autotvm-or-quantization-for-raspberry-pi-fails/7319
   
   I created a topic there to afterwards, as I am not sure if its a bug or just a user error


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[GitHub] [incubator-tvm] tqchen closed issue #6060: Deploy autotuned network as bundle on ARM fails

Posted by GitBox <gi...@apache.org>.
tqchen closed issue #6060:
URL: https://github.com/apache/incubator-tvm/issues/6060


   


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[GitHub] [incubator-tvm] tqchen commented on issue #6060: Deploy autotuned network as bundle on ARM fails

Posted by GitBox <gi...@apache.org>.
tqchen commented on issue #6060:
URL: https://github.com/apache/incubator-tvm/issues/6060#issuecomment-658843848


   Thanks for reporting the problem, the community uses https://discuss.tvm.ai/ for related trouble shooting questions, please open a new thread there and provide a few mode steps. 
   
   Please also consider to look at https://github.com/apache/incubator-tvm/tree/master/apps/benchmark for benchmarking


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