Comments (1)
Alright I managed to fixed with help of our ML/AI overlords
# Use the official Golang image as the base image
FROM golang:1.20.3 as builder
# Install required dependencies
RUN apt-get update && apt-get install -y \
wget \
git \
gcc \
build-essential
# Download and install TensorFlow C library
RUN wget https://storage.googleapis.com/tensorflow/libtensorflow/libtensorflow-cpu-linux-x86_64-2.9.1.tar.gz && \
tar -C /usr -xzf libtensorflow-cpu-linux-x86_64-2.9.1.tar.gz && \
ldconfig && \
rm libtensorflow-cpu-linux-x86_64-2.9.1.tar.gz
# Set the environment variables to help the Go compiler find the TensorFlow C library
ENV LD_LIBRARY_PATH /usr/local/lib
ENV CGO_CFLAGS "-I/usr/local/include"
ENV CGO_LDFLAGS "-L/usr/local/lib"
# Create a working directory for your Go project
WORKDIR /app
# Copy the Go project files into the container
COPY . .
# Build the Go project
RUN go mod tidy && \
go build -o main .
#Use the official TensorFlow image as the base image
FROM ubuntu:22.04
COPY --from=builder /app/main .
COPY --from=builder /usr/lib/libtensorflow.so.2 /usr/local/lib/
COPY --from=builder /usr/lib/libtensorflow_framework.so.2 /usr/local/lib/
# Set the environment variables to help the runtime find the TensorFlow C library
ENV LD_LIBRARY_PATH /usr/local/lib
LABEL authors="M1chl"
ENTRYPOINT ["./main"]
from tfgo.
Related Issues (20)
- loading model HOT 2
- cc1.exe: sorry, unimplemented: 64-bit mode not compiled in HOT 1
- Error: W tensorflow/core/framework/op_kernel.cc:1745] OP_REQUIRES failed at lookup_table_op.cc:929 : FAILED_PRECONDITION: Table not initialized. HOT 1
- SparseTensor support HOT 2
- Failed to go get tfgo HOT 3
- tensor example support HOT 6
- Potential memory leak on reloading model HOT 8
- libtensorflow.so: .dynsym local symbol at index 3 (>= sh_info of 3) HOT 2
- Matching between output tensor name and prediction HOT 7
- Thread safety HOT 2
- Panic vs Error HOT 2
- Reading jpg image from disk and passing as input to a pretrained model loaded from disk HOT 4
- Error building "Getting Started" example: rebuild TensorFlow with the appropriate compiler flags HOT 5
- Can I use tfgo for tensorflow 2.11.x? HOT 2
- Convert opencv's `mat` to tfgo's `tensor` HOT 7
- Discrepancy between python and go outputs HOT 2
- tfgo Object detection
- Choose output layer of model . HOT 1
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from tfgo.