uTensor: Build failed

I am compiling using the command:

mbed compile -t GCC_ARM -m K64F --profile=./uTensor/build_profile/release.json

Which gives these errors:

Compile [ 99.5%]: simple_mnist.cpp
[Warning] uTensor_util.hpp@53,30: format '%u' expects argument of type 'unsigned int', but argument 2 has type 'long unsigned int' [-Wformat=]
[Error] simple_mnist.cpp@274,18: 'QuantizedAddOp' does not name a type; did you mean 'QuantizeV2Op'?
[Error] simple_mnist.cpp@274,40: expected primary-expression before ',' token
[Error] simple_mnist.cpp@274,49: expected primary-expression before ',' token
[Error] simple_mnist.cpp@274,51: expected primary-expression before 'int'
[Error] simple_mnist.cpp@335,18: 'QuantizedAddOp' does not name a type; did you mean 'QuantizeV2Op'?
[Error] simple_mnist.cpp@335,40: expected primary-expression before ',' token
[Error] simple_mnist.cpp@335,49: expected primary-expression before ',' token
[Error] simple_mnist.cpp@335,51: expected primary-expression before 'int'
[Error] simple_mnist.cpp@445,18: 'QuantizedAddOp' does not name a type; did you mean 'QuantizeV2Op'?
[Error] simple_mnist.cpp@445,40: expected primary-expression before ',' token
[Error] simple_mnist.cpp@445,49: expected primary-expression before ',' token
[Error] simple_mnist.cpp@445,51: expected primary-expression before 'int'
[Warning] ArrayOps.hpp@28,23: comparison between signed and unsigned integer expressions [-Wsign-compare]
[Warning] ArrayOps.hpp@137,23: comparison between signed and unsigned integer expressions [-Wsign-compare]
[ERROR] In file included from ./uTensor/uTensor/core/tensor.hpp:10:0,
                 from ./uTensor/uTensor/util/quantization_utils.hpp:6,
                 from ./uTensor/uTensor/ops/MatrixOps.hpp:7,
                 from ./models/simple_mnist.cpp:3:

About this issue

Original URL
State: open
Created 6 years ago
Comments: 30 (18 by maintainers)

Most upvoted comments

@metanav You just find a bug in my code generator reference counting optimizer. If you are using the simple_mnist.pb to generate the code, I think I’m looking at the same cpp code as yours.

The "OuputLayer/logits_eightbit/OuputLayer/Variable_1__port__0/reduction_dims:0" tensor has incorrect reference count so it’s garbage collected by the ctx object.

I’ll fix it this night at Taiwan local time. Thanks for your patience.

dboyliao on Jun 27, 2018

@neil-tan I think the pb file is the simple_mnist.pb in our demo repo. Should be available to everyone.

dboyliao on Jun 28, 2018

@metanav I just fix the reference counting issue for the code generator. The “tensor does not exist” issue should be gone now. You can try this at the develop branch of utensor_cgen.

Let me know if there is any other issue.

dboyliao on Jun 27, 2018

@neil-tan I think the SD pin assignment is fine. I have already set the pin assignment in the mbed_app.json.

"target_overrides": {
        "HEXIWEAR": {
            "sd-mosi": "PTE3",
            "sd-miso": "PTE1",
            "sd-clk": "PTE2",
            "sd-cs": "PTE4"
        }
}

Now after little playing with CoolTerm I was able to see the message:

Simple MNIST end-to-end uTensor cli example (device)
[Error] ./uTensor/uTensor/core/context.cpp:96 @push 
  Tensor "OuputLayer/logits_eightbit/OuputLayer/Variable_1__port__0/reduction_dims:0"
  not found

metanav on Jun 27, 2018