Update CLI interface Across Project, Fix Tutorial, and Remove Legacy Test

.github/workflows/ci-lint.yml

@@ -42,7 +42,7 @@ jobs:
       - name: Build Deeploy
         shell: bash
         run: |
-          pip install . --extra-index-url=https://pypi.ngc.nvidia.com
+          pip install .
           pip install -r requirements-dev.txt
       - name: Format Python
         shell: bash

.github/workflows/docker-build-deeploy.yml

@@ -19,8 +19,11 @@ jobs:
     runs-on: ubuntu-latest
     outputs:
       docker_tag: ${{ steps.generate_tag.outputs.docker_tag }}
+      docker_release_tag: ${{ steps.detect_release_tag.outputs.release_tag }}
     steps:
       - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
 
       - name: Set up environment variables
         run: |
@@ -37,6 +40,16 @@ jobs:
             echo "docker_tag=${{ env.BRANCH_NAME }}" >> $GITHUB_OUTPUT
           fi
 
+      - name: Detect release tag on HEAD
+        id: detect_release_tag
+        run: |
+          TAG_ON_HEAD=$(git tag --points-at HEAD | head -n 1 || true)
+          if [[ -n "$TAG_ON_HEAD" && "$IS_TAG" != "tag" ]]; then
+            echo "release_tag=$TAG_ON_HEAD" >> $GITHUB_OUTPUT
+          else
+            echo "release_tag=" >> $GITHUB_OUTPUT
+          fi
+
   build-deeploy:
     name: Build Deploy Image
     needs: [prepare]
@@ -132,13 +145,31 @@ jobs:
         env:
           OWNER: "${{ github.repository_owner }}"
 
+      - name: Prepare manifest tags
+        id: manifest_tags
+        run: |
+          OWNER_LC_VALUE=${OWNER,,}
+          {
+            echo "tags<<EOF"
+            echo "ghcr.io/${OWNER_LC_VALUE}/deeploy:latest,"
+            if [[ -n "${RELEASE_TAG}" ]]; then
+              echo "ghcr.io/${OWNER_LC_VALUE}/deeploy:${DOCKER_TAG},"
+              echo "ghcr.io/${OWNER_LC_VALUE}/deeploy:${RELEASE_TAG}"
+            else
+              echo "ghcr.io/${OWNER_LC_VALUE}/deeploy:${DOCKER_TAG}"
+            fi
+            echo "EOF"
+          } >> $GITHUB_OUTPUT
+        env:
+          OWNER: ${{ github.repository_owner }}
+          DOCKER_TAG: ${{ needs.prepare.outputs.docker_tag }}
+          RELEASE_TAG: ${{ needs.prepare.outputs.docker_release_tag }}
+
       - name: Merge Deeploy Images
         uses: Noelware/docker-manifest-action@v1
         with:
           inputs: |
             ghcr.io/${{ env.OWNER_LC }}/deeploy@${{ needs.build-deeploy.outputs.digest-amd64 }},
             ghcr.io/${{ env.OWNER_LC }}/deeploy@${{ needs.build-deeploy.outputs.digest-arm64 }}
-          tags: |
-            ghcr.io/${{ env.OWNER_LC }}/deeploy:latest,
-            ghcr.io/${{ env.OWNER_LC }}/deeploy:${{ needs.prepare.outputs.docker_tag }}
+          tags: ${{ steps.manifest_tags.outputs.tags }}
           push: true

.github/workflows/infra-generate-documentation.yml

@@ -25,7 +25,7 @@ jobs:
       - uses: actions/setup-python@v5
       - name: Install dependencies
         run: |
-          pip install . --extra-index-url=https://pypi.ngc.nvidia.com
+          pip install .
           pip install -r requirements-dev.txt
       - name: Sphinx build
         run: |

.github/workflows/package-publish.yml

@@ -0,0 +1,87 @@
+# SPDX-FileCopyrightText: 2025 ETH Zurich and University of Bologna
+#
+# SPDX-License-Identifier: Apache-2.0
+
+name: Package • Publish to PyPi
+
+on:
+  push:
+    tags:
+      - "v*"
+  workflow_dispatch:
+    inputs:
+      publish_target:
+        description: "Select what to do when manually triggering the workflow"
+        required: false
+        default: build-only
+        type: choice
+        options:
+          - build-only
+          - test-pypi
+
+permissions:
+  contents: read
+  id-token: write
+
+jobs:
+  build-package:
+    name: Build package artifacts
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v5
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v7
+
+      - name: Build artifacts
+        run: uv build
+
+      - name: Test wheel installation
+        run: uv run --isolated --no-project --with dist/*.whl python -c "import Deeploy"
+
+      - name: Test sdist installation
+        run: uv run --isolated --no-project --with dist/*.tar.gz python -c "import Deeploy"
+
+      - name: Upload build artifacts
+        uses: actions/upload-artifact@v4
+        with:
+          name: deeploy-dist
+          path: dist
+          if-no-files-found: error
+
+  publish-pypi:
+    name: Publish to PyPI
+    if: github.event_name == 'push'
+    needs: build-package
+    runs-on: ubuntu-latest
+    steps:
+      - name: Install uv
+        uses: astral-sh/setup-uv@v7
+
+      - name: Download build artifacts
+        uses: actions/download-artifact@v4
+        with:
+          name: deeploy-dist
+          path: dist
+
+      - name: Publish to PyPI
+        run: uv publish dist/*
+
+  publish-test-pypi:
+    name: Publish to Test PyPI
+    if: github.event_name == 'workflow_dispatch' && inputs.publish_target == 'test-pypi'
+    needs: build-package
+    runs-on: ubuntu-latest
+    steps:
+      - name: Install uv
+        uses: astral-sh/setup-uv@v7
+
+      - name: Download build artifacts
+        uses: actions/download-artifact@v4
+        with:
+          name: deeploy-dist
+          path: dist
+
+      - name: Publish to Test PyPI
+        run: uv publish dist/* --publish-url https://test.pypi.org/legacy/

CHANGELOG.md

@@ -5,19 +5,19 @@ This file contains the changelog for the Deeploy project. The changelog is divid
 
 
 ### List of Pull Requests
-- 
+- Update CLI interface Across Project, Fix Tutorial, and Remove Legacy Test [#157](https://github.com/pulp-platform/Deeploy/pull/157)
 
 ### Added
 - 
 
 ### Changed
-- 
+- Aligned CLI commands across the project
 
 ### Fixed
-- 
+- Fix test paths in Deeploy 101 tutorial
 
 ### Removed
-- 
+- `testDMA.py` was an old test; we now have `test_dmas.py` instead.
 
 ## Release v0.2.1 (2026-02-05) [#158](https://github.com/pulp-platform/Deeploy/pull/158)
 

CONTRIBUTING.md

@@ -33,7 +33,7 @@ Additionally, add the title and link to the pull request in the list of pull req
 [...]
 
 ### Removed
-- Remove the link to the precompiled LLVM 12 in the `testRunner` for Snitch and in the CI.
+- Remove the link to the precompiled LLVM 12 in the `deeployRunner` for Snitch and in the CI.
 [...]
 ```
 

Container/Dockerfile.deeploy

@@ -87,9 +87,6 @@ WORKDIR /app
 
 COPY pyproject.toml ./
 
-# Add nvidia channel to the pip configuration
-RUN mkdir -p /etc && printf "[global]\nextra-index-url = https://pypi.ngc.nvidia.com\n" > /etc/pip.conf
-
 # Install dependencies
 RUN apt-get update && \
     apt-get install -y git-lfs \

Deeploy/Targets/PULPOpen/Templates/GEMMTemplate.py

@@ -50,7 +50,7 @@ def alignToContext(self, ctxt: NetworkContext,
 // LMACAN: In some edge cases sporadic errors happen if this loop is not added.
 // We believe this is due to missing bubbles in the pipeline that break operator forwarding.
 // Breaking test:
-//   `python testRunner_tiled_siracusa.py -t=Tests/Models/Transformer --defaultMemLevel=L3 --doublebuffer --l1=30000`
+//   `python deeployRunner_tiled_siracusa.py -t=Tests/Models/Transformer --defaultMemLevel=L3 --doublebuffer --l1=30000`
 #pragma unroll 1
 for(int k=0;k<3;k++){
   asm volatile("nop" ::);

docs/install.md

@@ -76,5 +76,5 @@ For example, you can run
 
 ```
 cd DeeployTest
-python testRunner_generic.py -t ./Tests/Kernels/Integer/Add/Regular
+python deeployRunner_generic.py -t Tests/Models/CNN_Linear1
 ```