Onboarding Tensorflow 2.19 Inference onto autopatch (#4983)

* adding core_packages.json file and enabling autopatch_build in buildspec

* building the inf image enabling autopatch

* modified core_packages to 2.19 and running the tests as build is successful

* running ec2 benchmark,ec2_heavy_instance, sagemaker_efa, sagemaker_rc, sagemaker_benchmark tests

* reverting back toml file

* added gpu core_packages and build the image and testing it

* fix: corrected buildspec file name in toml file

* running further tests apart from basic tests

* reverting back toml file

---------

Co-authored-by: Bhanu Teja Goshikonda <[email protected]>

Author: bhanutejagk

dlc_developer_config.toml

@@ -176,4 +176,4 @@ dlc-pr-stabilityai-pytorch-inference = ""
 
 # EIA Inference
 dlc-pr-pytorch-eia-inference = ""
-dlc-pr-tensorflow-2-eia-inference = ""
+dlc-pr-tensorflow-2-eia-inference = ""

tensorflow/inference/buildspec-2-19-sm.yml

@@ -5,7 +5,7 @@ framework: &FRAMEWORK tensorflow
 version: &VERSION 2.19.0
 short_version: &SHORT_VERSION 2.19
 arch_type: x86
-#autopatch_build: "True"
+autopatch_build: "True"
 
 repository_info:
   inference_repository: &INFERENCE_REPOSITORY

tensorflow/inference/docker/2.19/py3/Dockerfile.sagemaker.cpu.core_packages.json

@@ -0,0 +1,24 @@
+{
+    "protobuf":{
+        "version_specifier": ">=3.20.3,<5.0.0dev,!=4.21.5,!=4.21.4,!=4.21.3,!=4.21.2,!=4.21.1,!=4.21.0"
+    },
+    "cython":{
+        "version_specifier": "<3.0"
+    },
+    "awscli":{
+        "version_specifier": "<2"
+    },
+    "tensorflow-serving-api":{
+        "version_specifier": "==2.19.0",
+        "skip":"True"
+    },
+    "falcon":{
+        "version_specifier": "==3.1.0"
+    },
+    "gunicorn":{
+        "version_specifier": ">=22.0.0"
+    },
+    "urllib3": {
+        "version_specifier": ">=2.0.7"
+    }
+}

tensorflow/inference/docker/2.19/py3/cu122/Dockerfile.sagemaker.gpu.core_packages.json

@@ -0,0 +1,24 @@
+{
+    "protobuf":{
+        "version_specifier": ">=3.20.3,<5.0.0dev,!=4.21.5,!=4.21.4,!=4.21.3,!=4.21.2,!=4.21.1,!=4.21.0"
+    },
+    "cython":{
+        "version_specifier": "<3.0"
+    },
+    "awscli":{
+        "version_specifier": "<2"
+    },
+    "tensorflow-serving-api-gpu":{
+        "version_specifier": "==2.19.0",
+        "skip":"True"
+    },
+    "falcon":{
+        "version_specifier": "==3.0.1"
+    },
+    "gunicorn":{
+        "version_specifier": ">=22.0.0"
+    },
+    "urllib3": {
+        "version_specifier": ">=2.0.7"
+    }
+}