fix: replace internal links

notebooks/official/custom/get_started_with_vertex_endpoint_and_shared_vm.ipynb

@@ -458,14 +458,12 @@
         "\n",
         "Set the variables `DEPLOY_GPU/DEPLOY_NGPU` to use a container image supporting a GPU and the number of GPUs allocated to the virtual machine (VM) instance. For example, to use a GPU container image with 4 Nvidia Telsa K80 GPUs allocated to each VM, you would specify:\n",
         "\n",
-        "    (aip.AcceleratorType.NVIDIA_TESLA_K80, 4)\n",
+        "    (aip.gapic.AcceleratorType.NVIDIA_TESLA_K80, 4)\n",
         "\n",
         "\n",
         "Otherwise specify `(None, None)` to use a container image to run on a CPU.\n",
         "\n",
-        "Learn more about [hardware accelerator support for your region](https://cloud.google.com/vertex-ai/docs/general/locations#accelerators).\n",
-        "\n",
-        "*Note*: TF releases before 2.3 for GPU support will fail to load the custom model in this tutorial. It is a known issue and fixed in TF 2.3. This is caused by static graph ops that are generated in the serving function. If you encounter this issue on your own custom models, use a container image for TF 2.3 with GPU support."
+        "Learn more about [hardware accelerator support for your region](https://cloud.google.com/vertex-ai/docs/general/locations#accelerators)."
       ]
     },
     {
@@ -507,21 +505,12 @@
       },
       "outputs": [],
       "source": [
-        "if os.getenv(\"IS_TESTING_TF\"):\n",
-        "    TF = os.getenv(\"IS_TESTING_TF\")\n",
-        "else:\n",
-        "    TF = \"2.5\".replace(\".\", \"-\")\n",
+        "TF = \"2.5\".replace(\".\", \"-\")\n",
         "\n",
-        "if TF[0] == \"2\":\n",
-        "    if DEPLOY_GPU:\n",
-        "        DEPLOY_VERSION = \"tf2-gpu.{}\".format(TF)\n",
-        "    else:\n",
-        "        DEPLOY_VERSION = \"tf2-cpu.{}\".format(TF)\n",
+        "if DEPLOY_GPU:\n",
+        "    DEPLOY_VERSION = \"tf2-gpu.{}\".format(TF)\n",
         "else:\n",
-        "    if DEPLOY_GPU:\n",
-        "        DEPLOY_VERSION = \"tf-gpu.{}\".format(TF)\n",
-        "    else:\n",
-        "        DEPLOY_VERSION = \"tf-cpu.{}\".format(TF)\n",
+        "    DEPLOY_VERSION = \"tf2-cpu.{}\".format(TF)\n",
         "\n",
         "DEPLOY_IMAGE = \"{}-docker.pkg.dev/vertex-ai/prediction/{}:latest\".format(\n",
         "    REGION.split(\"-\")[0], DEPLOY_VERSION\n",
@@ -558,10 +547,7 @@
       },
       "outputs": [],
       "source": [
-        "if os.getenv(\"IS_TESTING_DEPLOY_MACHINE\"):\n",
-        "    MACHINE_TYPE = os.getenv(\"IS_TESTING_DEPLOY_MACHINE\")\n",
-        "else:\n",
-        "    MACHINE_TYPE = \"n1-standard\"\n",
+        "MACHINE_TYPE = \"n1-standard\"\n",
         "\n",
         "VCPU = \"4\"\n",
         "DEPLOY_COMPUTE = MACHINE_TYPE + \"-\" + VCPU\n",
@@ -965,7 +951,7 @@
         "\n",
         "Use `GetDeploymentResourcePool` API to check out the deploynent resource pool that you created. \n",
         "\n",
-        "Learn more about [Get Deployment Resource Pool](https://source.corp.google.com/piper///depot/google3/google/cloud/aiplatform/master/deployment_resource_pool_service.proto;l=75?q=deployment_resource_pool&sq=package:piper%20file:%2F%2Fdepot%2Fgoogle3%20-file:google3%2Fexperimental)."
+        "Learn more about [Get Deployment Resource Pool](https://cloud.google.com/vertex-ai/docs/reference/rest/v1beta1/projects.locations.deploymentResourcePools/get)."
       ]
     },
     {
@@ -992,7 +978,7 @@
         "\n",
         "Use `ListDeploymentResourcePools` API to list all the deployment resource pools. \n",
         "\n",
-        "Learn more about [Listing Deployment Resource Pools](https://source.corp.google.com/piper///depot/google3/google/cloud/aiplatform/master/deployment_resource_pool_service.proto;l=101?q=deployment_resource_pool&sq=package:piper%20file:%2F%2Fdepot%2Fgoogle3%20-file:google3%2Fexperimental)."
+        "Learn more about [Listing Deployment Resource Pools](https://cloud.google.com/vertex-ai/docs/reference/rest/v1beta1/projects.locations.deploymentResourcePools/list)."
       ]
     },
     {