Updated all notebooks, and outputs of non-instascale

Author: Maxusmusti

demo-notebooks/interactive/hf_interactive.ipynb renamed to demo-notebooks/additional-interactive/hf_interactive.ipynb

@@ -44,7 +44,7 @@
     "cluster_name = \"hfgputest-1\"\n",
     "local_interactive = True\n",
     "\n",
-    "cluster = Cluster(ClusterConfiguration(local_interactive=local_interactive, namespace=namespace, name=cluster_name, min_worker=1, max_worker=1, min_cpus=1, max_cpus=1, min_memory=4, max_memory=4, gpu=0, instascale=False, machine_types=[\"m5.xlarge\", \"p3.8xlarge\"]))"
+    "cluster = Cluster(ClusterConfiguration(local_interactive=local_interactive, namespace=namespace, name=cluster_name, num_workers=1, min_cpus=1, max_cpus=1, min_memory=4, max_memory=4, num_gpus=0, instascale=False, machine_types=[\"m5.xlarge\", \"p3.8xlarge\"]))"
    ]
   },
   {
@@ -319,7 +319,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.8.17"
   },
   "vscode": {
    "interpreter": {

demo-notebooks/interactive/local_interactive.ipynb renamed to demo-notebooks/additional-interactive/local_interactive.ipynb

@@ -58,14 +58,13 @@
     "cluster = Cluster(ClusterConfiguration(\n",
     "    name='raytest',\n",
     "    namespace='default',\n",
-    "    min_worker=2,\n",
-    "    max_worker=2,\n",
+    "    num_workers=2,\n",
     "    min_cpus=1,\n",
     "    max_cpus=1,\n",
     "    min_memory=4,\n",
     "    max_memory=4,\n",
-    "    image=\"quay.io/project-codeflare/ray:2.5.0-py38-cu116\",\n",
-    "    gpu=0,\n",
+    "    num_gpus=0,\n",
+    "    image=\"quay.io/project-codeflare/ray:2.5.0-py38-cu116\", #current default\n",
     "    instascale=False\n",
     "))"
    ]

demo-notebooks/batch-job/batch_mnist_mcad.ipynb

@@ -55,14 +55,12 @@
     "cluster = Cluster(ClusterConfiguration(\n",
     "    name='instascaletest',\n",
     "    namespace='default',\n",
-    "    min_worker=2,\n",
-    "    max_worker=2,\n",
+    "    num_workers=2,\n",
     "    min_cpus=2,\n",
     "    max_cpus=2,\n",
     "    min_memory=8,\n",
     "    max_memory=8,\n",
-    "    gpu=1,\n",
-    "    image=\"quay.io/project-codeflare/ray:2.5.0-py38-cu116\",\n",
+    "    num_gpus=1,\n",
     "    instascale=True, # InstaScale now enabled, will scale OCP cluster to guarantee resource request\n",
     "    machine_types=[\"m5.xlarge\", \"g4dn.xlarge\"] # Head, worker AWS machine types desired\n",
     "))"

demo-notebooks/batch-job/batch_mnist_ray.ipynb

@@ -55,14 +55,12 @@
     "cluster = Cluster(ClusterConfiguration(\n",
     "    name='jobtest',\n",
     "    namespace='default',\n",
-    "    min_worker=2,\n",
-    "    max_worker=2,\n",
+    "    num_workers=2,\n",
     "    min_cpus=1,\n",
     "    max_cpus=1,\n",
     "    min_memory=4,\n",
     "    max_memory=4,\n",
-    "    gpu=0,\n",
-    "    image=\"quay.io/project-codeflare/ray:2.5.0-py38-cu116\",\n",
+    "    num_gpus=0,\n",
     "    instascale=False\n",
     "))"
    ]

demo-notebooks/batch-job/mnist.py

@@ -55,14 +55,12 @@
     "cluster = Cluster(ClusterConfiguration(\n",
     "    name='interactivetest',\n",
     "    namespace='default',\n",
-    "    min_worker=2,\n",
-    "    max_worker=2,\n",
+    "    num_workers=2,\n",
     "    min_cpus=2,\n",
     "    max_cpus=2,\n",
     "    min_memory=8,\n",
     "    max_memory=8,\n",
-    "    gpu=1,\n",
-    "    image=\"quay.io/project-codeflare/ray:2.5.0-py38-cu116\",\n",
+    "    num_gpus=1,\n",
     "    instascale=True,\n",
     "    machine_types=[\"m5.xlarge\", \"g4dn.xlarge\"]\n",
     "    \n",