Metadata-Version: 2.1
Name: onnx-connx-neowine
Version: 0.1.2
Summary: ONNX to CONNX converting tool
Home-page: https://github.com/semihlab/onnx-connx
Author: Chanjin Park
Author-email: chans@neowine.com
License: UNKNOWN
Project-URL: Bug Tracker, https://github.com/semihlab/onnx-connx/issues
Description: # ONNX to CONNX Converter
        onnx-connx is a tool which converts ONNX to CONNX model. 
        And onnx-connx is also a NumPy ONNX Runtime implementation for CONNX.
        We don't recommend to use onnx-connx as an ONNX Runtime for NumPy is very (very) slow. 
        
        # For users
        ## Install onnx-connx via pip
        ```sh
        pip install git+https://github.com/semihlab/onnx-connx
        ```
        
        ## Convert ONNX to CONNX model
        ```sh
        python -m onnx_connx --help        # to get help message
        python -m onnx_connx [onnx model]  # to convert onnx to connx
        ```
        
        # For developers
        ## Prepare development environments
         * python3
         * onnx               # python package, to run onnx2connx converter
         * protobuf-compiler  # to run bin/dump utility
         * tabulate           # python package, to run test cases
         * pytest-parallel    # python package, to run test cases
        
        ```sh
        $ sudo apt install python3 python3-pip python3-venv
        $ python3 -m pip install --user virtualenv
        $ python3 -m venv venv
        $ source venv/bin/activate
        $ pip install --upgrade pip
        $ pip install onnx
        ```
        ## Debug installation
        ```sh
        pip install git+file:///[path-to-onnx-connx]
        ```
        
        ## Dump onnx to text
        ```sh
        onnx-connx$ bin/dump [onnx path]  # This utility will dump onnx or pb to text using protoc
        ```
        
        ## Test
        ## Run test 
        ```sh
        onnx-connx$ make test
        ```
        ## Convert all test cases that connx supports
        ```sh
        onnx-connx$ make convert-test [ONNX_HOME=[onnx install dir]] [CONNX_HOME=[connx source dir]] # ONNX_HOME and CONNX_HOME can be omitted
        ```
        
        ## Convert individual test case
        ```sh
        onnx-connx$ bin/convert [onnx test case path] [connx test case path]
        ```
        
        ## Run connx backend
        connx backend will compile the ONNX to CONNX and run it using NumPy operators.
        
        ```sh
        python -m onnx_connx.backend [onnx model] [[input tensor] ...]
        ```
        
        ## Run MNIST example
        ```sh
        onnx-connx$ cd examples
        onnx-connx/examples$ ./download.sh
        onnx-connx/examples$ cd ..
        onnx-connx$ python -m onnx_connx.backend examples/mnist/model.onnx examples/mnist/input_0.pb
        ```
        
        # Contribution
        See [CONTRIBUTING.md](CONTRIBUTING.md)
        
        # License
        CONNX is licensed under GPLv3. See [LICENSE](LICENSE)
        
Platform: UNKNOWN
Classifier: Environment :: Console
Classifier: License :: OSI Approved :: GNU Lesser General Public License v3 (LGPLv3)
Classifier: Topic :: Software Development :: Build Tools
Description-Content-Type: text/markdown
