[DRAFT] Add Adam Support for Generic and Siracusa Platforms

.github/workflows/ci-deeploy.yml

@@ -6,12 +6,8 @@
 name: CI • Deeploy
 
 "on":
-  push:
-    branches:
-      - "**"
-    tags:
-      - "v*.*.*"
-  pull_request:
+  # Auto-trigger disabled in TrainDeeploy fork (not training-related).
+  # Re-enable by restoring the push: / pull_request: blocks.
   workflow_dispatch:
     inputs:
       docker_image_deeploy:

.github/workflows/ci-platform-chimera.yml

@@ -6,12 +6,8 @@
 name: CI • Chimera
 
 "on":
-  push:
-    branches:
-      - "**"
-    tags:
-      - "v*.*.*"
-  pull_request:
+  # Auto-trigger disabled in TrainDeeploy fork (not training-related).
+  # Re-enable by restoring the push: / pull_request: blocks.
   workflow_dispatch:
     inputs:
       docker_image_deeploy:

.github/workflows/ci-platform-cortexm.yml

@@ -6,12 +6,8 @@
 name: CI • Cortex-M
 
 "on":
-  push:
-    branches:
-      - "**"
-    tags:
-      - "v*.*.*"
-  pull_request:
+  # Auto-trigger disabled in TrainDeeploy fork (not training-related).
+  # Re-enable by restoring the push: / pull_request: blocks.
   workflow_dispatch:
     inputs:
       docker_image_deeploy:

.github/workflows/ci-platform-gap9-tiled.yml

@@ -6,18 +6,15 @@
 name: CI • GAP9 (Tiled)
 
 "on":
-  push:
-    branches:
-      - "**"
-    tags:
-      - "v*.*.*"
-  pull_request:
+  # Auto-trigger disabled in TrainDeeploy fork: GAP9 has no training
+  # pytest jobs yet (only kernels / models). Re-enable by restoring
+  # the push: / pull_request: blocks once a training marker is wired in.
   workflow_dispatch:
     inputs:
       docker_image_deeploy:
         description: "Deeploy Image to use"
         required: false
-        default: "ghcr.io/pulp-platform/deeploy-gap9:devel"
+        default: "ghcr.io/runwangdl/deeploy:gap9"
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
@@ -27,7 +24,7 @@ jobs:
   select-env:
     uses: ./.github/workflows/_select-env.yml
     with:
-      docker_image_deeploy: ${{ github.event.inputs.docker_image_deeploy || 'ghcr.io/pulp-platform/deeploy-gap9:devel' }}
+      docker_image_deeploy: ${{ github.event.inputs.docker_image_deeploy || 'ghcr.io/runwangdl/deeploy:gap9' }}
 
   gap9-kernels-tiled-singlebuffer-L2:
     needs: select-env

.github/workflows/ci-platform-gap9.yml

@@ -6,18 +6,15 @@
 name: CI • GAP9
 
 "on":
-  push:
-    branches:
-      - "**"
-    tags:
-      - "v*.*.*"
-  pull_request:
+  # Auto-trigger disabled in TrainDeeploy fork: GAP9 has no training
+  # pytest jobs yet (only kernels / models). Re-enable by restoring
+  # the push: / pull_request: blocks once a training marker is wired in.
   workflow_dispatch:
     inputs:
       docker_image_deeploy:
         description: "Deeploy Image to use"
         required: false
-        default: "ghcr.io/pulp-platform/deeploy-gap9:devel"
+        default: "ghcr.io/runwangdl/deeploy:gap9"
 
 
 concurrency:
@@ -28,7 +25,7 @@ jobs:
   select-env:
     uses: ./.github/workflows/_select-env.yml
     with:
-      docker_image_deeploy: ${{ github.event.inputs.docker_image_deeploy || 'ghcr.io/pulp-platform/deeploy-gap9:devel' }}
+      docker_image_deeploy: ${{ github.event.inputs.docker_image_deeploy || 'ghcr.io/runwangdl/deeploy:gap9' }}
 
   gap9-kernels:
     needs: select-env

.github/workflows/ci-platform-generic.yml

@@ -6,12 +6,8 @@
 name: CI • Generic
 
 "on":
-  push:
-    branches:
-      - "**"
-    tags:
-      - "v*.*.*"
-  pull_request:
+  # Auto-trigger disabled in TrainDeeploy fork (not training-related).
+  # Re-enable by restoring the push: / pull_request: blocks.
   workflow_dispatch:
     inputs:
       docker_image_deeploy:

.github/workflows/ci-platform-mempool.yml

@@ -6,12 +6,8 @@
 name: CI • Mempool
 
 "on":
-  push:
-    branches:
-      - "**"
-    tags:
-      - "v*.*.*"
-  pull_request:
+  # Auto-trigger disabled in TrainDeeploy fork (not training-related).
+  # Re-enable by restoring the push: / pull_request: blocks.
   workflow_dispatch:
     inputs:
       docker_image_deeploy:

.github/workflows/ci-platform-siracusa-neureka-tiled.yml

@@ -6,12 +6,8 @@
 name: CI • Siracusa + Neureka (Tiled)
 
 "on":
-  push:
-    branches:
-      - "**"
-    tags:
-      - "v*.*.*"
-  pull_request:
+  # Auto-trigger disabled in TrainDeeploy fork (not training-related).
+  # Re-enable by restoring the push: / pull_request: blocks.
   workflow_dispatch:
     inputs:
       docker_image_deeploy:

.github/workflows/ci-platform-siracusa-tiled.yml

@@ -29,56 +29,20 @@ jobs:
     with:
       docker_image_deeploy: ${{ inputs.docker_image_deeploy }}
 
-  # Kernel tests - L2 singlebuffer
-  siracusa-kernels-tiled-l2-singlebuffer:
+  # Training tests - L2 singlebuffer
+  siracusa-training-tiled-l2-singlebuffer:
     needs: select-env
     uses: ./.github/workflows/_runner-siracusa-tiled.yml
     with:
       runner: ${{ needs.select-env.outputs.runner }}
       docker-image: ${{ needs.select-env.outputs.image }}
-      pytest-marker: "kernels and l2 and singlebuffer"
+      pytest-marker: "training and l2 and singlebuffer"
 
-  # Kernel tests - L2 doublebuffer
-  siracusa-kernels-tiled-l2-doublebuffer:
+  # Training tests - L3 singlebuffer (models that spill weights/activations to L3)
+  siracusa-training-tiled-l3-singlebuffer:
     needs: select-env
     uses: ./.github/workflows/_runner-siracusa-tiled.yml
     with:
       runner: ${{ needs.select-env.outputs.runner }}
       docker-image: ${{ needs.select-env.outputs.image }}
-      pytest-marker: "kernels and l2 and doublebuffer"
-
-  # Model tests - L2 singlebuffer
-  siracusa-models-tiled-l2-singlebuffer:
-    needs: select-env
-    uses: ./.github/workflows/_runner-siracusa-tiled.yml
-    with:
-      runner: ${{ needs.select-env.outputs.runner }}
-      docker-image: ${{ needs.select-env.outputs.image }}
-      pytest-marker: "models and l2 and singlebuffer"
-
-  # Model tests - L2 doublebuffer
-  siracusa-models-tiled-l2-doublebuffer:
-    needs: select-env
-    uses: ./.github/workflows/_runner-siracusa-tiled.yml
-    with:
-      runner: ${{ needs.select-env.outputs.runner }}
-      docker-image: ${{ needs.select-env.outputs.image }}
-      pytest-marker: "models and l2 and doublebuffer"
-
-  # Model tests - L3 singlebuffer
-  siracusa-models-tiled-l3-singlebuffer:
-    needs: select-env
-    uses: ./.github/workflows/_runner-siracusa-tiled.yml
-    with:
-      runner: ${{ needs.select-env.outputs.runner }}
-      docker-image: ${{ needs.select-env.outputs.image }}
-      pytest-marker: "models and l3 and singlebuffer"
-
-  # Model tests - L3 doublebuffer
-  siracusa-models-tiled-l3-doublebuffer:
-    needs: select-env
-    uses: ./.github/workflows/_runner-siracusa-tiled.yml
-    with:
-      runner: ${{ needs.select-env.outputs.runner }}
-      docker-image: ${{ needs.select-env.outputs.image }}
-      pytest-marker: "models and l3 and doublebuffer"
+      pytest-marker: "training and l3 and singlebuffer"

.github/workflows/ci-platform-siracusa.yml

@@ -29,18 +29,18 @@ jobs:
     with:
       docker_image_deeploy: ${{ inputs.docker_image_deeploy }}
 
-  siracusa-kernels:
+  siracusa-training:
     needs: select-env
     uses: ./.github/workflows/_runner-siracusa.yml
     with:
       runner: ${{ needs.select-env.outputs.runner }}
       docker-image: ${{ needs.select-env.outputs.image }}
-      pytest-marker: kernels
+      pytest-marker: training
 
-  siracusa-models:
+  siracusa-train-kernel:
     needs: select-env
     uses: ./.github/workflows/_runner-siracusa.yml
     with:
       runner: ${{ needs.select-env.outputs.runner }}
       docker-image: ${{ needs.select-env.outputs.image }}
-      pytest-marker: models
+      pytest-marker: train_kernel

.github/workflows/ci-platform-snitch-tiled.yml

@@ -6,12 +6,8 @@
 name: CI • Snitch (Tiled)
 
 "on":
-  push:
-    branches:
-      - "**"
-    tags:
-      - "v*.*.*"
-  pull_request:
+  # Auto-trigger disabled in TrainDeeploy fork (not training-related).
+  # Re-enable by restoring the push: / pull_request: blocks.
   workflow_dispatch:
     inputs:
       docker_image_deeploy:

.github/workflows/ci-platform-snitch.yml

@@ -6,12 +6,8 @@
 name: CI • Snitch
 
 "on":
-  push:
-    branches:
-      - "**"
-    tags:
-      - "v*.*.*"
-  pull_request:
+  # Auto-trigger disabled in TrainDeeploy fork (not training-related).
+  # Re-enable by restoring the push: / pull_request: blocks.
   workflow_dispatch:
     inputs:
       docker_image_deeploy:

.github/workflows/ci-platform-softhier.yml

@@ -6,12 +6,8 @@
 name: CI • SoftHier
 
 "on":
-  push:
-    branches:
-      - "**"
-    tags:
-      - "v*.*.*"
-  pull_request:
+  # Auto-trigger disabled in TrainDeeploy fork (not training-related).
+  # Re-enable by restoring the push: / pull_request: blocks.
   workflow_dispatch:
     inputs:
       docker_image_deeploy:

.github/workflows/infra-generate-ccache-gap9.yml

@@ -11,7 +11,7 @@ name: Infrastructure • Generate CCache GAP9
       docker_image_deeploy:
         description: "Deeploy GAP9 Image to use"
         required: false
-        default: "ghcr.io/pulp-platform/deeploy-gap9:devel"
+        default: "ghcr.io/runwangdl/deeploy:gap9"
   schedule:
     # Runs the workflow on the default branch every day at 2AM CET to keep the cache fresh
     - cron: "0 2 * * *"
@@ -21,7 +21,7 @@ jobs:
     if: github.repository == 'pulp-platform/Deeploy'
     runs-on: ubuntu-latest
     container:
-      image: ${{ github.event.inputs.docker_image_deeploy || 'ghcr.io/pulp-platform/deeploy-gap9:devel' }}
+      image: ${{ github.event.inputs.docker_image_deeploy || 'ghcr.io/runwangdl/deeploy:gap9' }}
     steps:
       - name: Mark workspace as safe
         run: git config --global --add safe.directory '*'

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

@@ -6,12 +6,8 @@
 name: Infrastructure • Generate Documentation
 
 "on":
-  push:
-    branches:
-      - "**"
-    tags:
-      - "v*.*.*"
-  pull_request:
+  # Auto-trigger disabled in TrainDeeploy fork (not training-related).
+  # Re-enable by restoring the push: / pull_request: blocks.
   workflow_dispatch:
 
 permissions:

.gitignore

@@ -58,4 +58,34 @@ CHANGELOG_GEN.md
 .pyusbip/
 .cache/
 
-CLAUDE.md
+CLAUDE.md
+DeeployTest/Tests/Models/Training/*_UNI_*
+DeeployTest/Tests/Models/Training/*_COST*
+DeeployTest/Tests/Models/Training/*_SEGSPLIT*
+DeeployTest/Tests/Models/Training/*_SIZE*
+DeeployTest/Tests/Models/Training/*_BENCH*
+DeeployTest/Tests/Models/Training/*_REF_*
+DeeployTest/Tests/Models/Training/*_UNITEST*
+DeeployTest/scripts/logs/
+DeeployTest/TEST_SIRACUSA/
+
+# Only these base training test dirs are tracked. Everything else (sweeps,
+# variants, benchmarks) stays local.
+DeeployTest/Tests/Models/Training/Autoencoder_*
+DeeployTest/Tests/Models/Training/CCT_2
+DeeployTest/Tests/Models/Training/CCT_2_*
+DeeployTest/Tests/Models/Training/CCT_3
+DeeployTest/Tests/Models/Training/CCT_3_*
+DeeployTest/Tests/Models/Training/CCT_LoRA_*
+DeeployTest/Tests/Models/Training/DSCNN_*
+DeeployTest/Tests/Models/Training/MobileNetV1_*
+DeeployTest/Tests/Models/Training/ResNet8_*
+DeeployTest/Tests/Models/Training/SimpleMLP_*
+
+# Onnx4Deeploy generated intermediates inside test training dirs (not needed by Deeploy runners)
+DeeployTest/Tests/Models/Training/*/*/checkpoint
+DeeployTest/Tests/Models/Training/*/*/eval_model.onnx
+DeeployTest/Tests/Models/Training/*/*/network_infer.onnx
+DeeployTest/Tests/Models/Training/*/*/network_train.onnx
+DeeployTest/Tests/Models/Training/*/*/network_train_optim.onnx
+DeeployTest/Tests/Models/Training/*/*/optimizer_model.onnx

.gitmodules

@@ -11,3 +11,6 @@
 [submodule "CMSIS-NN"]
 	path = TargetLibraries/CMSIS/third_party/CMSIS-NN
 	url = https://github.com/ARM-software/CMSIS-NN.git
+[submodule "TargetLibraries/PULPOpen/third_party/pulp-trainlib"]
+	path = TargetLibraries/PULPOpen/third_party/pulp-trainlib
+	url = https://github.com/runwangdl/pulp-trainlib.git