[ifp_egm] Tidy up EGM, remove jitclass (#144)

* misc

* TMP: return to previous software environment CUDA=12.1.0

* Revert "TMP: return to previous software environment CUDA=12.1.0"

This reverts commit 0192e23.

* add suggestion to clarify which jit is used

* MAINT: update action versions

* check python version

* update nb to numba

* TMP: disable cache for clean build test

* Revert "TMP: disable cache for clean build test"

This reverts commit 226b45f.

* update full build folder on failre

* initiate a reverse ssh tunnel

* instal tmux fo reverse tunnel

* update apt-get

* install upterm

* update reference to deb file

* remove reverse tunnel action -- not working

* TMP: simplify jit function interface for testing

* Revert "TMP: simplify jit function interface for testing"

This reverts commit 180b02e.

* TST: test if arrays was the issue

* TST: remove array unpacking as passed in separately

* TST: update arrays variable to contain numpy arrays

---------

Co-authored-by: mmcky <mamckay@gmail.com>

Author: jstac

.github/workflows/ci.yml

@@ -4,8 +4,8 @@ jobs:
   deploy-runner:
     runs-on: ubuntu-latest
     steps:
-      - uses: iterative/setup-cml@v1
-      - uses: actions/checkout@v3
+      - uses: iterative/setup-cml@v2
+      - uses: actions/checkout@v4
         with:
           ref: ${{ github.event.pull_request.head.sha }}
       - name: Deploy runner on EC2
@@ -27,22 +27,25 @@ jobs:
       image: docker://mmcky/quantecon-lecture-python:cuda-12.3.1-anaconda-2024-02-py311
       options: --gpus all
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
         with:
           ref: ${{ github.event.pull_request.head.sha }}
-      # Check nvidia-smi
       - name: Check nvidia drivers
         shell: bash -l {0}
         run: |
           nvidia-smi
+      - name: Check python version
+        shell: bash -l {0}
+        run: |
+          python --version
       - name: Display Conda Environment Versions
         shell: bash -l {0}
         run: conda list
       - name: Display Pip Versions
         shell: bash -l {0}
         run: pip list
       - name: Download "build" folder (cache)
-        uses: dawidd6/action-download-artifact@v2
+        uses: dawidd6/action-download-artifact@v3
         with:
           workflow: cache.yml
           branch: main
@@ -66,6 +69,12 @@ jobs:
         shell: bash -l {0}
         run: |
           jb build lectures --path-output ./ -n -W --keep-going
+      - name: Upload build folder
+        uses: actions/upload-artifact@v2
+        if: failure()
+        with:
+          name: _build
+          path: _build/
       - name: Upload Execution Reports
         uses: actions/upload-artifact@v2
         if: failure()