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https://github.com/bytecodealliance/wasm-micro-runtime.git
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Support (non-full) uint8 quantized networks. Inputs and outputs are still required to be `float`. The (de)quantization is done internally by wasi-nn. Example generated from `quantized_model.py`:  Visualization with [netron](https://netron.app/).
36 lines
1000 B
Docker
36 lines
1000 B
Docker
# Copyright (C) 2019 Intel Corporation. All rights reserved.
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# SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
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FROM ubuntu:20.04 AS base
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ENV DEBIAN_FRONTEND=noninteractive
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# hadolint ignore=DL3008
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RUN apt-get update && apt-get install -y \
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cmake build-essential git --no-install-recommends
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WORKDIR /home/wamr
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COPY . .
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WORKDIR /home/wamr/product-mini/platforms/linux/build
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# hadolint ignore=DL3008
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RUN apt-get install -y wget ca-certificates --no-install-recommends \
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&& mkdir /usr/local/share/ca-certificates/cacert.org \
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&& wget -qP /usr/local/share/ca-certificates/cacert.org http://www.cacert.org/certs/root.crt http://www.cacert.org/certs/class3.crt \
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&& update-ca-certificates \
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&& git config --global http.sslCAinfo /etc/ssl/certs/ca-certificates.crt
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RUN cmake \
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-DWAMR_BUILD_WASI_NN=1 \
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..
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RUN make -j "$(grep -c ^processor /proc/cpuinfo)"
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FROM ubuntu:22.04
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COPY --from=base /home/wamr/product-mini/platforms/linux/build/iwasm /iwasm
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ENTRYPOINT [ "/iwasm" ]
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