Initial commit

.devcontainer/.env

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+POSTGRES_USER=postgres
+POSTGRES_PASSWORD=postgres
+POSTGRES_DB=postgres
+POSTGRES_HOSTNAME=localhost
+POSTGRES_PORT=5432

.devcontainer/Dockerfile

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+FROM mcr.microsoft.com/devcontainers/rust:0-1-bullseye
+
+# Include lld linker to improve build times either by using environment variable
+# RUSTFLAGS="-C link-arg=-fuse-ld=lld" or with Cargo's configuration file (i.e see .cargo/config.toml).
+RUN apt-get update && export DEBIAN_FRONTEND=noninteractive \
+   && apt-get -y install clang lld lshw \
+   && apt-get autoremove -y && apt-get clean -y
+
+RUN apt-get update && apt-get -y install --no-install-recommends \
+   ffmpeg \ 
+   gcc \
+   pciutils
+
+#create global virtual environment using python standard library tools of virtualenv
+ARG USER="codespace"
+ARG VENV_PATH="/home/${USER}/venv"
+COPY requirements.txt /tmp/
+COPY Makefile /tmp/
+RUN su $USER -c "/usr/bin/python -m venv /home/${USER}/venv" \
+   && su $USER -c "${VENV_PATH}/bin/pip --disable-pip-version-check --no-cache-dir install -r /tmp/requirements.txt" \
+   && rm -rf /tmp/requirements.txt  

.devcontainer/devcontainer.json

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+// For format details, see https://aka.ms/devcontainer.json. For config options, see the
+// README at: https://github.com/devcontainers/templates/tree/main/src/rust-postgres
+{
+	"name": "Rust GPU PyTorch",
+	"features": {
+		"ghcr.io/devcontainers/features/nvidia-cuda:1": {
+		},
+		"ghcr.io/devcontainers/features/rust:1": {},
+		"ghcr.io/eitsupi/devcontainer-features/mdbook:0": {},
+		"ghcr.io/guiyomh/features/vim:0": {}
+	},
+
+	// Features to add to the dev container. More info: https://containers.dev/features.
+	// "features": {},
+
+	// Use 'forwardPorts' to make a list of ports inside the container available locally.
+	// "forwardPorts": [5432],
+
+	// Use 'postCreateCommand' to run commands after the container is created.
+	"postCreateCommand": "bash setup.sh",
+	"customizations": {
+		"vscode": {
+			"extensions": [
+				"GitHub.copilot-labs",
+				"GitHub.copilot-nightly",
+				"ms-azuretools.vscode-docker",
+				"technosophos.vscode-make",
+				"ms-vscode.makefile-tools"
+			]
+		}
+	},
+	// Configure tool-specific properties.
+	// "customizations": {},
+
+	// Uncomment to connect as root instead. More info: https://aka.ms/dev-containers-non-root.
+	// "remoteUser": "root"
+}

.github/FUNDING.yml

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+# These are supported funding model platforms
+
+github: noahgift
+

.github/dependabot.yml

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+version: 2
+updates:
+- package-ecosystem: cargo
+  directory: "/"
+  schedule:
+    interval: daily
+- package-ecosystem: github-actions
+  directory: "/"
+  schedule:
+    interval: daily

.github/workflows/rust.yml

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+name: Rust CI/CD Pipeline
+on:
+  push:
+    branches: [ "main" ]
+  pull_request:
+    branches: [ "main" ]
+env:
+  CARGO_TERM_COLOR: always
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v3
+    - uses: actions-rs/toolchain@v1
+      with:
+          toolchain: stable
+          profile: minimal
+          components: clippy, rustfmt
+          override: true
+    - name: update linux
+      run: sudo apt update 
+    - name: update Rust
+      run: make install
+    - name: Check Rust versions
+      run: make rust-version
+    - name: Format
+      run: make format
+    - name: Lint
+      run: make lint
+    - name: Test
+      run: make test
+

.gitignore

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+#don't check in pretrained models
+resnet18.ot
+*.ot
+*.onnx
+
+#ignore reference repo
+diffusers-rs
+tch-rs
+rust-bert
+
+#libtorch
+libtorch
+
+#minst
+data
+
+# Generated by Cargo
+# will have compiled files and executables
+target
+debug
+*.swp
+
+# Remove Cargo.lock from gitignore if creating an executable, leave it for libraries
+# More information here https://doc.rust-lang.org/cargo/guide/cargo-toml-vs-cargo-lock.html
+Cargo.lock
+
+# These are backup files generated by rustfmt
+**/*.rs.bk
+
+#ignore the diffusers project (large data)
+diffusers-rs
+
+# Added by cargo
+
+/target

LICENSE

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Makefile

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+install:
+	python3 -m pip install --upgrade pip \
+		&& pip install -r requirements.txt
+format:
+	cargo fmt --quiet
+
+lint:
+	cargo clippy --quiet
+
+test:
+	cargo test --quiet
+
+clean:
+	#cargo install cargo-cache
+	#cargo cache -a
+	#rm -rf Cargo.lock
+	cargo clean
+
+run:
+	cargo run 
+
+all: format lint test run