diff --git a/Makefile b/Makefile
index 86a2d4d97..a3346cc8b 100644
--- a/Makefile
+++ b/Makefile
@@ -176,9 +176,14 @@ cuda-jupyter-datascience-ubi9-python-3.9: cuda-jupyter-minimal-ubi9-python-3.9
 cuda-jupyter-tensorflow-ubi9-python-3.9: cuda-jupyter-datascience-ubi9-python-3.9
 	$(call image,$@,jupyter/tensorflow/ubi9-python-3.9,$<)
 
+# Build and push jupyter-pytorch-ubi9-python-3.9 image to the registry
+.PHONY: cuda-jupyter-pytorch-ubi9-python-3.9
+cuda-jupyter-pytorch-ubi9-python-3.9: cuda-jupyter-datascience-ubi9-python-3.9
+	$(call image,$@,jupyter/pytorch/ubi9-python-3.9,$<)
+
 # Build and push jupyter-pytorch-ubi9-python-3.9 image to the registry
 .PHONY: jupyter-pytorch-ubi9-python-3.9
-jupyter-pytorch-ubi9-python-3.9: cuda-jupyter-datascience-ubi9-python-3.9
+jupyter-pytorch-ubi9-python-3.9: jupyter-datascience-ubi9-python-3.9
 	$(call image,$@,jupyter/pytorch/ubi9-python-3.9,$<)
 
 # Build and push jupyter-trustyai-ubi9-python-3.9 image to the registry
diff --git a/jupyter/datascience/ubi9-python-3.9/Pipfile b/jupyter/datascience/ubi9-python-3.9/Pipfile
index 96697f2ec..029bc7bf9 100644
--- a/jupyter/datascience/ubi9-python-3.9/Pipfile
+++ b/jupyter/datascience/ubi9-python-3.9/Pipfile
@@ -3,9 +3,18 @@ url = "https://pypi.org/simple"
 verify_ssl = true
 name = "pypi"
 
+[[source]]
+url = "http://10.20.177.222:9000/"
+verify_ssl = false
+name = "localpi"
+
 [dev-packages]
 
 [packages]
+ray = {version = "2.7.0.*", index="localpi"}
+py-spy = {version = "0.3.14.*", index="localpi"}
+pyarrow = {version = "15.0.1.dev0+g5ce6ff434.d20240426", index="localpi"}
+
 # Datascience and useful extensions
 boto3 = "~=1.34.50"
 kafka-python = "~=2.0.2"
@@ -17,7 +26,7 @@ scikit-learn = "~=1.4.0"
 scipy = "~=1.12.0"
 skl2onnx = "~=1.16.0"
 onnxconverter-common = "~=1.13.0" # Required for skl2onnx, as upgraded version is not compatible with protobuf
-codeflare-sdk = {version = "~=0.16.0", "markers" = "platform_machine != 'ppc64le'"}
+codeflare-sdk = "~=0.16.0"
 
 # DB connectors
 pymongo = "~=4.6.2"
diff --git a/jupyter/datascience/ubi9-python-3.9/Pipfile.lock b/jupyter/datascience/ubi9-python-3.9/Pipfile.lock
index 03a946925..0ef08e6d5 100644
--- a/jupyter/datascience/ubi9-python-3.9/Pipfile.lock
+++ b/jupyter/datascience/ubi9-python-3.9/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "fd89295c3bad13a97b2c3f3b03e22574cec30fa9d8536a7087aaae18e674efca"
+            "sha256": "8adb8778f4a82bfa3ca14a114e32fd6beeeb100268f1037faf109e3cd4c1a1fd"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -12,6 +12,11 @@
                 "name": "pypi",
                 "url": "https://pypi.org/simple",
                 "verify_ssl": true
+            },
+            {
+                "name": "localpi",
+                "url": "http://10.20.177.222:9000/",
+                "verify_ssl": false
             }
         ]
     },
@@ -106,6 +111,13 @@
             "markers": "python_version >= '3.8'",
             "version": "==3.9.5"
         },
+        "aiohttp-cors": {
+            "hashes": [
+                "sha256:0451ba59fdf6909d0e2cd21e4c0a43752bc0703d33fc78ae94d9d9321710193e",
+                "sha256:4d39c6d7100fd9764ed1caf8cebf0eb01bf5e3f24e2e073fda6234bc48b19f5d"
+            ],
+            "version": "==0.7.0"
+        },
         "aiosignal": {
             "hashes": [
                 "sha256:54cd96e15e1649b75d6c87526a6ff0b6c1b0dd3459f43d9ca11d48c339b68cfc",
@@ -131,11 +143,11 @@
         },
         "anyio": {
             "hashes": [
-                "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8",
-                "sha256:f75253795a87df48568485fd18cdd2a3fa5c4f7c5be8e5e36637733fce06fed6"
+                "sha256:5aadc6a1bbb7cdb0bede386cac5e2940f5e2ff3aa20277e991cf028e0585ce94",
+                "sha256:c1b2d8f46a8a812513012e1107cb0e68c17159a7a594208005a57dc776e1bdc7"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==4.3.0"
+            "version": "==4.4.0"
         },
         "appengine-python-standard": {
             "hashes": [
@@ -190,11 +202,11 @@
         },
         "astroid": {
             "hashes": [
-                "sha256:16ee8ca5c75ac828783028cc1f967777f0e507c6886a295ad143e0f405b975a2",
-                "sha256:f7f829f8506ade59f1b3c6c93d8fac5b1ebc721685fa9af23e9794daf1d450a3"
+                "sha256:3eae9ea67c11c858cdd2c91337d2e816bd019ac897ca07d7b346ac10105fceb3",
+                "sha256:7099b5a60985529d8d46858befa103b82d0d05a5a5e8b816b5303ed96075e1d9"
             ],
             "markers": "python_full_version >= '3.8.0'",
-            "version": "==3.2.0"
+            "version": "==3.2.3"
         },
         "asttokens": {
             "hashes": [
@@ -235,6 +247,39 @@
             "markers": "python_version >= '3.8'",
             "version": "==2.15.0"
         },
+        "bcrypt": {
+            "hashes": [
+                "sha256:01746eb2c4299dd0ae1670234bf77704f581dd72cc180f444bfe74eb80495b64",
+                "sha256:037c5bf7c196a63dcce75545c8874610c600809d5d82c305dd327cd4969995bf",
+                "sha256:094fd31e08c2b102a14880ee5b3d09913ecf334cd604af27e1013c76831f7b05",
+                "sha256:0d4cf6ef1525f79255ef048b3489602868c47aea61f375377f0d00514fe4a78c",
+                "sha256:193bb49eeeb9c1e2db9ba65d09dc6384edd5608d9d672b4125e9320af9153a15",
+                "sha256:2505b54afb074627111b5a8dc9b6ae69d0f01fea65c2fcaea403448c503d3991",
+                "sha256:2ee15dd749f5952fe3f0430d0ff6b74082e159c50332a1413d51b5689cf06623",
+                "sha256:31adb9cbb8737a581a843e13df22ffb7c84638342de3708a98d5c986770f2834",
+                "sha256:3a5be252fef513363fe281bafc596c31b552cf81d04c5085bc5dac29670faa08",
+                "sha256:3d3b317050a9a711a5c7214bf04e28333cf528e0ed0ec9a4e55ba628d0f07c1a",
+                "sha256:48429c83292b57bf4af6ab75809f8f4daf52aa5d480632e53707805cc1ce9b74",
+                "sha256:4a8bea4c152b91fd8319fef4c6a790da5c07840421c2b785084989bf8bbb7455",
+                "sha256:4fb253d65da30d9269e0a6f4b0de32bd657a0208a6f4e43d3e645774fb5457f3",
+                "sha256:551b320396e1d05e49cc18dd77d970accd52b322441628aca04801bbd1d52a73",
+                "sha256:5f7cd3399fbc4ec290378b541b0cf3d4398e4737a65d0f938c7c0f9d5e686611",
+                "sha256:6004f5229b50f8493c49232b8e75726b568535fd300e5039e255d919fc3a07f2",
+                "sha256:6717543d2c110a155e6821ce5670c1f512f602eabb77dba95717ca76af79867d",
+                "sha256:6cac78a8d42f9d120b3987f82252bdbeb7e6e900a5e1ba37f6be6fe4e3848286",
+                "sha256:8a893d192dfb7c8e883c4576813bf18bb9d59e2cfd88b68b725990f033f1b978",
+                "sha256:8cbb119267068c2581ae38790e0d1fbae65d0725247a930fc9900c285d95725d",
+                "sha256:9f8ea645eb94fb6e7bea0cf4ba121c07a3a182ac52876493870033141aa687bc",
+                "sha256:c4c8d9b3e97209dd7111bf726e79f638ad9224b4691d1c7cfefa571a09b1b2d6",
+                "sha256:cb9c707c10bddaf9e5ba7cdb769f3e889e60b7d4fea22834b261f51ca2b89fed",
+                "sha256:d84702adb8f2798d813b17d8187d27076cca3cd52fe3686bb07a9083930ce650",
+                "sha256:ec3c2e1ca3e5c4b9edb94290b356d082b721f3f50758bce7cce11d8a7c89ce84",
+                "sha256:f44a97780677e7ac0ca393bd7982b19dbbd8d7228c1afe10b128fd9550eef5f1",
+                "sha256:f5698ce5292a4e4b9e5861f7e53b1d89242ad39d54c3da451a93cac17b61921a"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==4.1.3"
+        },
         "beautifulsoup4": {
             "hashes": [
                 "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051",
@@ -279,30 +324,38 @@
             "markers": "python_version >= '3.8'",
             "version": "==6.1.0"
         },
+        "blessed": {
+            "hashes": [
+                "sha256:0c542922586a265e699188e52d5f5ac5ec0dd517e5a1041d90d2bbf23f906058",
+                "sha256:2cdd67f8746e048f00df47a2880f4d6acbcdb399031b604e34ba8f71d5787680"
+            ],
+            "markers": "python_version >= '2.7'",
+            "version": "==1.20.0"
+        },
         "bokeh": {
             "hashes": [
-                "sha256:1e3c502a0a8205338fc74dadbfa321f8a0965441b39501e36796a47b4017b642",
-                "sha256:d824961e4265367b0750ce58b07e564ad0b83ca64b335521cd3421e9b9f10d89"
+                "sha256:931a43ee59dbf1720383ab904f8205e126b85561aac55592415b800c96f1b0eb",
+                "sha256:a16d5cc0abb93d2d270d70fc35851f3e1b9208814a985a4678e0ba5ef2d9cd42"
             ],
             "markers": "python_version >= '3.9'",
-            "version": "==3.4.1"
+            "version": "==3.4.2"
         },
         "boto3": {
             "hashes": [
-                "sha256:b633e8fbf7145bdb995ce68a27d096bb89fd393185b0e773418d81cd78db5a03",
-                "sha256:f2c11635be0de7b7c06eb606ece1add125e02d6ed521592294a0a21af09af135"
+                "sha256:2f3e88b10b8fcc5f6100a9d74cd28230edc9d4fa226d99dd40a3ab38ac213673",
+                "sha256:b8433d481d50b68a0162c0379c0dd4aabfc3d1ad901800beb5b87815997511c1"
             ],
             "index": "pypi",
             "markers": "python_version >= '3.8'",
-            "version": "==1.34.105"
+            "version": "==1.34.144"
         },
         "botocore": {
             "hashes": [
-                "sha256:727d5d3e800ac8b705fca6e19b6fefa1e728a81d62a712df9bd32ed0117c740b",
-                "sha256:a459d060b541beecb50681e6e8a39313cca981e146a59ba7c5229d62f631a016"
+                "sha256:4215db28d25309d59c99507f1f77df9089e5bebbad35f6e19c7c44ec5383a3e8",
+                "sha256:a2cf26e1bf10d5917a2285e50257bc44e94a1d16574f282f3274f7a5d8d1f08b"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.34.105"
+            "version": "==1.34.144"
         },
         "cachetools": {
             "hashes": [
@@ -314,11 +367,11 @@
         },
         "certifi": {
             "hashes": [
-                "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f",
-                "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"
+                "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b",
+                "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==2024.2.2"
+            "version": "==2024.7.4"
         },
         "cffi": {
             "hashes": [
@@ -484,12 +537,19 @@
         },
         "codeflare-sdk": {
             "hashes": [
-                "sha256:19308b546cb399b64d6bda59cd4b00f28d1c5536625919a18d767b7c9e589792",
-                "sha256:7818872fee3c7de0f9af50c71b86a07d39b27eb653cb67c0310b9bd351650df1"
+                "sha256:8a4ee827d0168652bb8af32a00b81a3909441db7ee10705c53dd6e2463f16be4",
+                "sha256:d94e5d477fcad7e4dd456b75f2f7b9af1fc0a315fa4cd81c24987bc4b331ee56"
             ],
             "index": "pypi",
-            "markers": "platform_machine != 'ppc64le'",
-            "version": "==0.16.0"
+            "markers": "python_version >= '3.8' and python_version < '4.0'",
+            "version": "==0.16.3"
+        },
+        "codeflare-torchx": {
+            "hashes": [
+                "sha256:d303efffb9b1e105390ed672a3358de40174146530929df83c7d7af27372fbcc"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==0.6.0.dev2"
         },
         "colorama": {
             "hashes": [
@@ -499,6 +559,13 @@
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5, 3.6'",
             "version": "==0.4.6"
         },
+        "colorful": {
+            "hashes": [
+                "sha256:b56d5c01db1dac4898308ea889edcb113fbee3e6ec5df4bacffd61d5241b5b8d",
+                "sha256:eab8c1c809f5025ad2b5238a50bd691e26850da8cac8f90d660ede6ea1af9f1e"
+            ],
+            "version": "==0.5.6"
+        },
         "comm": {
             "hashes": [
                 "sha256:3fd7a84065306e07bea1773df6eb8282de51ba82f77c72f9c85716ab11fe980e",
@@ -507,6 +574,13 @@
             "markers": "python_version >= '3.8'",
             "version": "==0.2.2"
         },
+        "commonmark": {
+            "hashes": [
+                "sha256:452f9dc859be7f06631ddcb328b6919c67984aca654e5fefb3914d54691aed60",
+                "sha256:da2f38c92590f83de410ba1a3cbceafbc74fee9def35f9251ba9a971d6d66fd9"
+            ],
+            "version": "==0.9.1"
+        },
         "contourpy": {
             "hashes": [
                 "sha256:00e5388f71c1a0610e6fe56b5c44ab7ba14165cdd6d695429c5cd94021e390b2",
@@ -559,41 +633,28 @@
         },
         "cryptography": {
             "hashes": [
-                "sha256:02c0eee2d7133bdbbc5e24441258d5d2244beb31da5ed19fbb80315f4bbbff55",
-                "sha256:0d563795db98b4cd57742a78a288cdbdc9daedac29f2239793071fe114f13785",
-                "sha256:16268d46086bb8ad5bf0a2b5544d8a9ed87a0e33f5e77dd3c3301e63d941a83b",
-                "sha256:1a58839984d9cb34c855197043eaae2c187d930ca6d644612843b4fe8513c886",
-                "sha256:2954fccea107026512b15afb4aa664a5640cd0af630e2ee3962f2602693f0c82",
-                "sha256:2e47577f9b18723fa294b0ea9a17d5e53a227867a0a4904a1a076d1646d45ca1",
-                "sha256:31adb7d06fe4383226c3e963471f6837742889b3c4caa55aac20ad951bc8ffda",
-                "sha256:3577d029bc3f4827dd5bf8bf7710cac13527b470bbf1820a3f394adb38ed7d5f",
-                "sha256:36017400817987670037fbb0324d71489b6ead6231c9604f8fc1f7d008087c68",
-                "sha256:362e7197754c231797ec45ee081f3088a27a47c6c01eff2ac83f60f85a50fe60",
-                "sha256:3de9a45d3b2b7d8088c3fbf1ed4395dfeff79d07842217b38df14ef09ce1d8d7",
-                "sha256:4f698edacf9c9e0371112792558d2f705b5645076cc0aaae02f816a0171770fd",
-                "sha256:5482e789294854c28237bba77c4c83be698be740e31a3ae5e879ee5444166582",
-                "sha256:5e44507bf8d14b36b8389b226665d597bc0f18ea035d75b4e53c7b1ea84583cc",
-                "sha256:779245e13b9a6638df14641d029add5dc17edbef6ec915688f3acb9e720a5858",
-                "sha256:789caea816c6704f63f6241a519bfa347f72fbd67ba28d04636b7c6b7da94b0b",
-                "sha256:7f8b25fa616d8b846aef64b15c606bb0828dbc35faf90566eb139aa9cff67af2",
-                "sha256:8cb8ce7c3347fcf9446f201dc30e2d5a3c898d009126010cbd1f443f28b52678",
-                "sha256:93a3209f6bb2b33e725ed08ee0991b92976dfdcf4e8b38646540674fc7508e13",
-                "sha256:a3a5ac8b56fe37f3125e5b72b61dcde43283e5370827f5233893d461b7360cd4",
-                "sha256:a47787a5e3649008a1102d3df55424e86606c9bae6fb77ac59afe06d234605f8",
-                "sha256:a79165431551042cc9d1d90e6145d5d0d3ab0f2d66326c201d9b0e7f5bf43604",
-                "sha256:a987f840718078212fdf4504d0fd4c6effe34a7e4740378e59d47696e8dfb477",
-                "sha256:a9bc127cdc4ecf87a5ea22a2556cab6c7eda2923f84e4f3cc588e8470ce4e42e",
-                "sha256:bd13b5e9b543532453de08bcdc3cc7cebec6f9883e886fd20a92f26940fd3e7a",
-                "sha256:c65f96dad14f8528a447414125e1fc8feb2ad5a272b8f68477abbcc1ea7d94b9",
-                "sha256:d8e3098721b84392ee45af2dd554c947c32cc52f862b6a3ae982dbb90f577f14",
-                "sha256:e6b79d0adb01aae87e8a44c2b64bc3f3fe59515280e00fb6d57a7267a2583cda",
-                "sha256:e6b8f1881dac458c34778d0a424ae5769de30544fc678eac51c1c8bb2183e9da",
-                "sha256:e9b2a6309f14c0497f348d08a065d52f3020656f675819fc405fb63bbcd26562",
-                "sha256:ecbfbc00bf55888edda9868a4cf927205de8499e7fabe6c050322298382953f2",
-                "sha256:efd0bf5205240182e0f13bcaea41be4fdf5c22c5129fc7ced4a0282ac86998c9"
+                "sha256:05dc219433b14046c476f6f09d7636b92a1c3e5808b9a6536adf4932b3b2c440",
+                "sha256:0dcca15d3a19a66e63662dc8d30f8036b07be851a8680eda92d079868f106288",
+                "sha256:142bae539ef28a1c76794cca7f49729e7c54423f615cfd9b0b1fa90ebe53244b",
+                "sha256:3daf9b114213f8ba460b829a02896789751626a2a4e7a43a28ee77c04b5e4958",
+                "sha256:48f388d0d153350f378c7f7b41497a54ff1513c816bcbbcafe5b829e59b9ce5b",
+                "sha256:4df2af28d7bedc84fe45bd49bc35d710aede676e2a4cb7fc6d103a2adc8afe4d",
+                "sha256:4f01c9863da784558165f5d4d916093737a75203a5c5286fde60e503e4276c7a",
+                "sha256:7a38250f433cd41df7fcb763caa3ee9362777fdb4dc642b9a349721d2bf47404",
+                "sha256:8f79b5ff5ad9d3218afb1e7e20ea74da5f76943ee5edb7f76e56ec5161ec782b",
+                "sha256:956ba8701b4ffe91ba59665ed170a2ebbdc6fc0e40de5f6059195d9f2b33ca0e",
+                "sha256:a04386fb7bc85fab9cd51b6308633a3c271e3d0d3eae917eebab2fac6219b6d2",
+                "sha256:a95f4802d49faa6a674242e25bfeea6fc2acd915b5e5e29ac90a32b1139cae1c",
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@@ -605,31 +666,31 @@
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@@ -670,6 +731,13 @@
             "markers": "python_version < '3.11'",
             "version": "==0.3.8"
         },
+        "distlib": {
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@@ -678,13 +746,20 @@
             "markers": "python_version >= '3.8'",
             "version": "==2.6.1"
         },
+        "docker": {
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@@ -704,26 +779,34 @@
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@@ -734,51 +817,51 @@
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+            "version": "==4.53.1"
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@@ -806,6 +889,7 @@
                 "sha256:63aa49f1919af7d45fb8fd5dec4c0859bc09f46880bd6297c79bb2db2969b63d",
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                 "sha256:6eb716e6a6d693c03b1d53280a1947716129f5ef9bcdd061db5c17dea44b80fe",
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@@ -817,6 +901,7 @@
                 "sha256:c6bf9260018d653f3cab9bd147bd8592bf98a5c6e338be0491ced3c196c034a3",
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                 "sha256:d13b4310db337f4d2103867c5a05090b22bc4d50ca842093779ef541ea9c9eea",
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@@ -907,6 +992,14 @@
             "markers": "python_version >= '3.8'",
             "version": "==1.4.1"
         },
+        "fsspec": {
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+                "sha256:3cb443f8bcd2efb31295a5b9fdb02aee81d8452c80d28f97a6d0959e6cee101e",
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@@ -925,19 +1018,19 @@
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@@ -949,11 +1042,11 @@
         },
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@@ -1031,19 +1124,76 @@
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@@ -1055,11 +1205,11 @@
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-            "version": "==7.1.0"
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@@ -1071,11 +1221,11 @@
         },
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-            "version": "==6.29.4"
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@@ -1157,21 +1307,21 @@
         },
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-                "sha256:585cee82b70211fa9e6043b7bb89db6e1aa49524340dde8ad6b63206ea689d88"
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-            "version": "==2.4"
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                 "format-nongpl"
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-                "sha256:ff4cfd6b1367a40e7bc6411caec72effadd3db0bbe5017de188f2d6108335802"
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@@ -1335,20 +1485,20 @@
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-            "version": "==2.27.1"
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-            "version": "==3.0.10"
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         "kafka-python": {
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@@ -1360,10 +1510,10 @@
         },
         "kfp": {
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-                "sha256:8a2065527ec3d50617bd374c2b25cffeab16d93b34e4be08c1ca3e4bd8d2cc0c"
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-            "version": "==2.7.0"
+            "markers": "python_full_version < '3.13.0' and python_full_version >= '3.8.0'",
+            "version": "==2.8.0"
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         "kfp-kubernetes": {
             "hashes": [
@@ -1642,6 +1792,68 @@
             "markers": "python_version >= '3.6'",
             "version": "==5.1.0"
         },
+        "msgpack": {
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+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==1.0.8"
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                 "sha256:01265f5e40f5a17f8241d52656ed27192be03bfa8764d88e8220141d1e4b3556",
@@ -1781,11 +1993,11 @@
         },
         "nbclassic": {
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-                "sha256:f99e4769b4750076cd4235c044b61232110733322384a94a63791d2e7beacc66"
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-            "version": "==1.0.0"
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@@ -1903,6 +2115,13 @@
             "markers": "python_version >= '3.9'",
             "version": "==1.26.4"
         },
+        "nvidia-ml-py": {
+            "hashes": [
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@@ -1913,49 +2132,44 @@
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         "odh-elyra": {
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-                "sha256:e0f4b8b269c522710f79ab66f091d4543052000b79e946476bf52d4f07b3d443"
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             "markers": "python_version >= '3.8'",
-            "version": "==3.16.5"
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         "onnxconverter-common": {
             "hashes": [
@@ -1965,6 +2179,27 @@
             "index": "pypi",
             "version": "==1.13.0"
         },
+        "opencensus": {
+            "hashes": [
+                "sha256:a18487ce68bc19900336e0ff4655c5a116daf10c1b3685ece8d971bddad6a864",
+                "sha256:cbef87d8b8773064ab60e5c2a1ced58bbaa38a6d052c41aec224958ce544eff2"
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+            "version": "==0.11.4"
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+        "opencensus-context": {
+            "hashes": [
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+                "sha256:a03108c3c10d8c80bb5ddf5c8a1f033161fa61972a9917f9b9b3a18517f0088c"
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+            "version": "==0.1.3"
+        },
+        "openshift-client": {
+            "hashes": [
+                "sha256:be3979440cfd96788146a3a1650dabe939d4d516eea0b39f87e66d2ab39495b1",
+                "sha256:d8a84080307ccd9556f6c62a3707a3e6507baedee36fa425754f67db9ded528b"
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@@ -1975,11 +2210,11 @@
         },
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-                "sha256:eb82c5e3e56209074766e6885bb04b8c38a0c015d0a30036ebe7ece34c9989e9"
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-            "markers": "python_version >= '3.7'",
-            "version": "==24.0"
+            "markers": "python_version >= '3.8'",
+            "version": "==24.1"
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@@ -2033,6 +2268,14 @@
             "markers": "python_version >= '3.8'",
             "version": "==2.6.0"
         },
+        "paramiko": {
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@@ -2059,86 +2302,97 @@
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@@ -2222,12 +2476,12 @@
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@@ -2244,6 +2498,20 @@
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@@ -2314,6 +2582,55 @@
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@@ -2357,10 +2674,10 @@
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@@ -2513,6 +2830,13 @@
             "markers": "python_full_version >= '3.6.8'",
             "version": "==3.1.2"
         },
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@@ -2717,6 +3041,17 @@
             "markers": "python_version >= '3.7'",
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@@ -2951,11 +3294,11 @@
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@@ -3058,6 +3401,13 @@
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@@ -3106,11 +3456,11 @@
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@@ -3154,28 +3504,28 @@
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@@ -3203,11 +3553,18 @@
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@@ -3310,46 +3667,56 @@
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-                "sha256:9a03e16e55465177d416699331b0f3564138f1807ecc5f2de9d55d8f188d08c7",
-                "sha256:ba30a896166f0fee83183cec913298151b73164160d965af2e93a20bbd2ab605",
-                "sha256:c17d98799f32e3f55f181f19dd2021d762eb38fdd381b4a748b9f5a36738e935",
-                "sha256:c522392acc5e962bcac3b22b9592493ffd06d1fc5d755954e6be9f4990de932b",
-                "sha256:d0f9bd1fd919134d459d8abf954f63886745f4660ef66480b9d753a7c9d40927",
-                "sha256:d18d7f18a47de6863cd480734613502904611730f8def45fc52a5d97503e5101",
-                "sha256:d31481ccf4694a8416b681544c23bd271f5a123162ab603c7d7d2dd7dd901a07",
-                "sha256:e3e7065cbdabe6183ab82199d7a4f6b3ba0a438c5a512a68559846ccb76a78ec",
-                "sha256:eed82cdf79cd7f0232e2fdc1ad05b06a5e102a43e331f7d041e5f0e0a34a51c4",
-                "sha256:f970663fa4f7e80401a7b0cbeec00fa801bf0287d93d48368fc3e6fa32716245",
-                "sha256:f9b2fdca47dc855516b2d66eef3c39f2672cbf7e7a42e7e67ad2cbfcd6ba107d"
+                "sha256:31712f8f2a17bd06234fa97fdf19609e789dd4e3e4bf108c3da71d710651adbc",
+                "sha256:f50e3e60f990a0757c9b68333c9fdaa72d7188caa417f96af9e52407831a3b68"
             ],
-            "markers": "python_version >= '3.8'",
-            "version": "==4.0.0"
+            "version": "==20.21.0"
+        },
+        "watchdog": {
+            "hashes": [
+                "sha256:0144c0ea9997b92615af1d94afc0c217e07ce2c14912c7b1a5731776329fcfc7",
+                "sha256:03e70d2df2258fb6cb0e95bbdbe06c16e608af94a3ffbd2b90c3f1e83eb10767",
+                "sha256:093b23e6906a8b97051191a4a0c73a77ecc958121d42346274c6af6520dec175",
+                "sha256:123587af84260c991dc5f62a6e7ef3d1c57dfddc99faacee508c71d287248459",
+                "sha256:17e32f147d8bf9657e0922c0940bcde863b894cd871dbb694beb6704cfbd2fb5",
+                "sha256:206afc3d964f9a233e6ad34618ec60b9837d0582b500b63687e34011e15bb429",
+                "sha256:4107ac5ab936a63952dea2a46a734a23230aa2f6f9db1291bf171dac3ebd53c6",
+                "sha256:4513ec234c68b14d4161440e07f995f231be21a09329051e67a2118a7a612d2d",
+                "sha256:611be3904f9843f0529c35a3ff3fd617449463cb4b73b1633950b3d97fa4bfb7",
+                "sha256:62c613ad689ddcb11707f030e722fa929f322ef7e4f18f5335d2b73c61a85c28",
+                "sha256:667f3c579e813fcbad1b784db7a1aaa96524bed53437e119f6a2f5de4db04235",
+                "sha256:6e8c70d2cd745daec2a08734d9f63092b793ad97612470a0ee4cbb8f5f705c57",
+                "sha256:7577b3c43e5909623149f76b099ac49a1a01ca4e167d1785c76eb52fa585745a",
+                "sha256:998d2be6976a0ee3a81fb8e2777900c28641fb5bfbd0c84717d89bca0addcdc5",
+                "sha256:a3c2c317a8fb53e5b3d25790553796105501a235343f5d2bf23bb8649c2c8709",
+                "sha256:ab998f567ebdf6b1da7dc1e5accfaa7c6992244629c0fdaef062f43249bd8dee",
+                "sha256:ac7041b385f04c047fcc2951dc001671dee1b7e0615cde772e84b01fbf68ee84",
+                "sha256:bca36be5707e81b9e6ce3208d92d95540d4ca244c006b61511753583c81c70dd",
+                "sha256:c9904904b6564d4ee8a1ed820db76185a3c96e05560c776c79a6ce5ab71888ba",
+                "sha256:cad0bbd66cd59fc474b4a4376bc5ac3fc698723510cbb64091c2a793b18654db",
+                "sha256:d10a681c9a1d5a77e75c48a3b8e1a9f2ae2928eda463e8d33660437705659682",
+                "sha256:d4925e4bf7b9bddd1c3de13c9b8a2cdb89a468f640e66fbfabaf735bd85b3e35",
+                "sha256:d7b9f5f3299e8dd230880b6c55504a1f69cf1e4316275d1b215ebdd8187ec88d",
+                "sha256:da2dfdaa8006eb6a71051795856bedd97e5b03e57da96f98e375682c48850645",
+                "sha256:dddba7ca1c807045323b6af4ff80f5ddc4d654c8bce8317dde1bd96b128ed253",
+                "sha256:e7921319fe4430b11278d924ef66d4daa469fafb1da679a2e48c935fa27af193",
+                "sha256:e93f451f2dfa433d97765ca2634628b789b49ba8b504fdde5837cdcf25fdb53b",
+                "sha256:eebaacf674fa25511e8867028d281e602ee6500045b57f43b08778082f7f8b44",
+                "sha256:ef0107bbb6a55f5be727cfc2ef945d5676b97bffb8425650dadbb184be9f9a2b",
+                "sha256:f0de0f284248ab40188f23380b03b59126d1479cd59940f2a34f8852db710625",
+                "sha256:f27279d060e2ab24c0aa98363ff906d2386aa6c4dc2f1a374655d4e02a6c5e5e",
+                "sha256:f8affdf3c0f0466e69f5b3917cdd042f89c8c63aebdb9f7c078996f607cdb0f5"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==4.0.1"
         },
         "wcwidth": {
             "hashes": [
@@ -3360,10 +3727,10 @@
         },
         "webcolors": {
             "hashes": [
-                "sha256:29bc7e8752c0a1bd4a1f03c14d6e6a72e93d82193738fa860cbff59d0fcc11bf",
-                "sha256:c225b674c83fa923be93d235330ce0300373d02885cef23238813b0d5668304a"
+                "sha256:1d160d1de46b3e81e58d0a280d0c78b467dc80f47294b91b1ad8029d2cedb55b",
+                "sha256:8cf5bc7e28defd1d48b9e83d5fc30741328305a8195c29a8e668fa45586568a1"
             ],
-            "version": "==1.13"
+            "version": "==24.6.0"
         },
         "webencodings": {
             "hashes": [
@@ -3382,10 +3749,10 @@
         },
         "whatthepatch": {
             "hashes": [
-                "sha256:6bc41f9f48a63384be4478d8b2d5b22185aac75be853cdcb150a2dc174ede7e1",
-                "sha256:7f374c172812581bc3763587525d14a143aac7fe4220bc4676ecce0d86cb8f08"
+                "sha256:b274b3294784f78b1e759b35b49b7ef2e8473a580aabf39e5b94a9f901e5de61",
+                "sha256:c0cee5975e9b5cad8a0d12a52d76f8bb567ccdec319cf08c5fcfb1efab7fa1b2"
             ],
-            "version": "==1.0.5"
+            "version": "==1.0.6"
         },
         "wheel": {
             "hashes": [
@@ -3398,11 +3765,11 @@
         },
         "widgetsnbextension": {
             "hashes": [
-                "sha256:64196c5ff3b9a9183a8e699a4227fb0b7002f252c814098e66c4d1cd0644688f",
-                "sha256:d37c3724ec32d8c48400a435ecfa7d3e259995201fbefa37163124a9fcb393cc"
+                "sha256:55d4d6949d100e0d08b94948a42efc3ed6dfdc0e9468b2c4b128c9a2ce3a7a36",
+                "sha256:8b22a8f1910bfd188e596fe7fc05dcbd87e810c8a4ba010bdb3da86637398474"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==4.0.10"
+            "version": "==4.0.11"
         },
         "wrapt": {
             "hashes": [
@@ -3482,11 +3849,11 @@
         },
         "xyzservices": {
             "hashes": [
-                "sha256:6a04f11487a6fb77d92a98984cd107fbd9157fd5e65f929add9c3d6e604ee88c",
-                "sha256:b83e48c5b776c9969fffcfff57b03d02b1b1cd6607a9d9c4e7f568b01ef47f4c"
+                "sha256:58c1bdab4257d2551b9ef91cd48571f77b7c4d2bc45bf5e3c05ac97b3a4d7282",
+                "sha256:fecb2508f0f2b71c819aecf5df2c03cef001c56a4b49302e640f3b34710d25e4"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==2024.4.0"
+            "version": "==2024.6.0"
         },
         "y-py": {
             "hashes": [
@@ -3688,11 +4055,11 @@
         },
         "zipp": {
             "hashes": [
-                "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b",
-                "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"
+                "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19",
+                "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.18.1"
+            "version": "==3.19.2"
         }
     },
     "develop": {}
diff --git a/jupyter/pytorch/ubi9-python-3.9/Dockerfile b/jupyter/pytorch/ubi9-python-3.9/Dockerfile
index 0422e218e..7630b6189 100644
--- a/jupyter/pytorch/ubi9-python-3.9/Dockerfile
+++ b/jupyter/pytorch/ubi9-python-3.9/Dockerfile
@@ -14,6 +14,9 @@ LABEL name="odh-notebook-jupyter-pytorch-ubi9-python-3.9" \
 # Install Python packages and Jupyterlab extensions from Pipfile.lock
 COPY Pipfile.lock ./
 
+# Switch to root user
+USER root
+
 RUN echo "Installing softwares and packages" && \
     curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y && \
     source "$HOME/.cargo/env" && \
@@ -28,3 +31,6 @@ RUN echo "Installing softwares and packages" && \
 # Fix permissions to support pip in Openshift environments
 RUN chmod -R g+w /opt/app-root/lib/python3.9/site-packages && \
     fix-permissions /opt/app-root -P
+
+# Switch back to non-root user
+USER 1001
diff --git a/jupyter/pytorch/ubi9-python-3.9/Pipfile b/jupyter/pytorch/ubi9-python-3.9/Pipfile
index 3a493f4e4..6db653cb8 100644
--- a/jupyter/pytorch/ubi9-python-3.9/Pipfile
+++ b/jupyter/pytorch/ubi9-python-3.9/Pipfile
@@ -8,13 +8,22 @@ url = "https://download.pytorch.org/whl/cu121"
 verify_ssl = true
 name = "pytorch"
 
+[[source]]
+url = "http://10.20.177.222:9000/"
+verify_ssl = false
+name = "localpi"
+
 [dev-packages]
 
 [packages]
 # PyTorch packages
 tensorboard = "~=2.16.2"
-torch = {version = "~=2.2.1", index = "pytorch"}
-torchvision = {version = "~=0.17.1", index = "pytorch"}
+torch = {version = "2.2.1a0", index = "localpi"}
+torchvision = {version = "0.17.*", index = "localpi"}
+ray = {version = "2.7.0.*", index="localpi"}
+py-spy = {version = "0.3.14.*", index="localpi"}
+pyarrow = {version = "15.0.1.dev0+g5ce6ff434.d20240426", index="localpi"}
+
 # Datascience and useful extensions
 boto3 = "~=1.34.50"
 kafka-python = "~=2.0.2"
diff --git a/jupyter/pytorch/ubi9-python-3.9/Pipfile.lock b/jupyter/pytorch/ubi9-python-3.9/Pipfile.lock
index 5da883ded..6078c616a 100644
--- a/jupyter/pytorch/ubi9-python-3.9/Pipfile.lock
+++ b/jupyter/pytorch/ubi9-python-3.9/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "7df6bc1d968c613ddd5bca3a36c94fa6b7e388fe816e141d3abf1cadc1dd4bad"
+            "sha256": "379ff4a1a13bee0255f36ae6550927ce9a2c7052e54334ffa119ba4861991694"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -17,6 +17,11 @@
                 "name": "pytorch",
                 "url": "https://download.pytorch.org/whl/cu121",
                 "verify_ssl": true
+            },
+            {
+                "name": "localpi",
+                "url": "http://10.20.177.222:9000/",
+                "verify_ssl": false
             }
         ]
     },
@@ -142,13 +147,20 @@
             "markers": "python_version >= '3.8'",
             "version": "==0.20.0"
         },
+        "ansicolors": {
+            "hashes": [
+                "sha256:00d2dde5a675579325902536738dd27e4fac1fd68f773fe36c21044eb559e187",
+                "sha256:99f94f5e3348a0bcd43c82e5fc4414013ccc19d70bd939ad71e0133ce9c372e0"
+            ],
+            "version": "==1.1.8"
+        },
         "anyio": {
             "hashes": [
-                "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8",
-                "sha256:f75253795a87df48568485fd18cdd2a3fa5c4f7c5be8e5e36637733fce06fed6"
+                "sha256:5aadc6a1bbb7cdb0bede386cac5e2940f5e2ff3aa20277e991cf028e0585ce94",
+                "sha256:c1b2d8f46a8a812513012e1107cb0e68c17159a7a594208005a57dc776e1bdc7"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==4.3.0"
+            "version": "==4.4.0"
         },
         "appengine-python-standard": {
             "hashes": [
@@ -203,11 +215,11 @@
         },
         "astroid": {
             "hashes": [
-                "sha256:951798f922990137ac090c53af473db7ab4e70c770e6d7fae0cec59f74411819",
-                "sha256:ac248253bfa4bd924a0de213707e7ebeeb3138abeb48d798784ead1e56d419d4"
+                "sha256:8ead48e31b92b2e217b6c9733a21afafe479d52d6e164dd25fb1a770c7c3cf94",
+                "sha256:e8a0083b4bb28fcffb6207a3bfc9e5d0a68be951dd7e336d5dcf639c682388c0"
             ],
             "markers": "python_full_version >= '3.8.0'",
-            "version": "==3.1.0"
+            "version": "==3.2.2"
         },
         "asttokens": {
             "hashes": [
@@ -242,44 +254,44 @@
         },
         "babel": {
             "hashes": [
-                "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363",
-                "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"
+                "sha256:08706bdad8d0a3413266ab61bd6c34d0c28d6e1e7badf40a2cebe67644e2e1fb",
+                "sha256:8daf0e265d05768bc6c7a314cf1321e9a123afc328cc635c18622a2f30a04413"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==2.14.0"
+            "markers": "python_version >= '3.8'",
+            "version": "==2.15.0"
         },
         "bcrypt": {
             "hashes": [
-                "sha256:02d9ef8915f72dd6daaef40e0baeef8a017ce624369f09754baf32bb32dba25f",
-                "sha256:1c28973decf4e0e69cee78c68e30a523be441972c826703bb93099868a8ff5b5",
-                "sha256:2a298db2a8ab20056120b45e86c00a0a5eb50ec4075b6142db35f593b97cb3fb",
-                "sha256:33313a1200a3ae90b75587ceac502b048b840fc69e7f7a0905b5f87fac7a1258",
-                "sha256:3566a88234e8de2ccae31968127b0ecccbb4cddb629da744165db72b58d88ca4",
-                "sha256:387e7e1af9a4dd636b9505a465032f2f5cb8e61ba1120e79a0e1cd0b512f3dfc",
-                "sha256:44290ccc827d3a24604f2c8bcd00d0da349e336e6503656cb8192133e27335e2",
-                "sha256:57fa9442758da926ed33a91644649d3e340a71e2d0a5a8de064fb621fd5a3326",
-                "sha256:68e3c6642077b0c8092580c819c1684161262b2e30c4f45deb000c38947bf483",
-                "sha256:69057b9fc5093ea1ab00dd24ede891f3e5e65bee040395fb1e66ee196f9c9b4a",
-                "sha256:6cad43d8c63f34b26aef462b6f5e44fdcf9860b723d2453b5d391258c4c8e966",
-                "sha256:71b8be82bc46cedd61a9f4ccb6c1a493211d031415a34adde3669ee1b0afbb63",
-                "sha256:732b3920a08eacf12f93e6b04ea276c489f1c8fb49344f564cca2adb663b3e4c",
-                "sha256:9800ae5bd5077b13725e2e3934aa3c9c37e49d3ea3d06318010aa40f54c63551",
-                "sha256:a97e07e83e3262599434816f631cc4c7ca2aa8e9c072c1b1a7fec2ae809a1d2d",
-                "sha256:ac621c093edb28200728a9cca214d7e838529e557027ef0581685909acd28b5e",
-                "sha256:b8df79979c5bae07f1db22dcc49cc5bccf08a0380ca5c6f391cbb5790355c0b0",
-                "sha256:b90e216dc36864ae7132cb151ffe95155a37a14e0de3a8f64b49655dd959ff9c",
-                "sha256:ba4e4cc26610581a6329b3937e02d319f5ad4b85b074846bf4fef8a8cf51e7bb",
-                "sha256:ba55e40de38a24e2d78d34c2d36d6e864f93e0d79d0b6ce915e4335aa81d01b1",
-                "sha256:be3ab1071662f6065899fe08428e45c16aa36e28bc42921c4901a191fda6ee42",
-                "sha256:d75fc8cd0ba23f97bae88a6ec04e9e5351ff3c6ad06f38fe32ba50cbd0d11946",
-                "sha256:e51c42750b7585cee7892c2614be0d14107fad9581d1738d954a262556dd1aab",
-                "sha256:ea505c97a5c465ab8c3ba75c0805a102ce526695cd6818c6de3b1a38f6f60da1",
-                "sha256:eb3bd3321517916696233b5e0c67fd7d6281f0ef48e66812db35fc963a422a1c",
-                "sha256:f70d9c61f9c4ca7d57f3bfe88a5ccf62546ffbadf3681bb1e268d9d2e41c91a7",
-                "sha256:fbe188b878313d01b7718390f31528be4010fed1faa798c5a1d0469c9c48c369"
+                "sha256:01746eb2c4299dd0ae1670234bf77704f581dd72cc180f444bfe74eb80495b64",
+                "sha256:037c5bf7c196a63dcce75545c8874610c600809d5d82c305dd327cd4969995bf",
+                "sha256:094fd31e08c2b102a14880ee5b3d09913ecf334cd604af27e1013c76831f7b05",
+                "sha256:0d4cf6ef1525f79255ef048b3489602868c47aea61f375377f0d00514fe4a78c",
+                "sha256:193bb49eeeb9c1e2db9ba65d09dc6384edd5608d9d672b4125e9320af9153a15",
+                "sha256:2505b54afb074627111b5a8dc9b6ae69d0f01fea65c2fcaea403448c503d3991",
+                "sha256:2ee15dd749f5952fe3f0430d0ff6b74082e159c50332a1413d51b5689cf06623",
+                "sha256:31adb9cbb8737a581a843e13df22ffb7c84638342de3708a98d5c986770f2834",
+                "sha256:3a5be252fef513363fe281bafc596c31b552cf81d04c5085bc5dac29670faa08",
+                "sha256:3d3b317050a9a711a5c7214bf04e28333cf528e0ed0ec9a4e55ba628d0f07c1a",
+                "sha256:48429c83292b57bf4af6ab75809f8f4daf52aa5d480632e53707805cc1ce9b74",
+                "sha256:4a8bea4c152b91fd8319fef4c6a790da5c07840421c2b785084989bf8bbb7455",
+                "sha256:4fb253d65da30d9269e0a6f4b0de32bd657a0208a6f4e43d3e645774fb5457f3",
+                "sha256:551b320396e1d05e49cc18dd77d970accd52b322441628aca04801bbd1d52a73",
+                "sha256:5f7cd3399fbc4ec290378b541b0cf3d4398e4737a65d0f938c7c0f9d5e686611",
+                "sha256:6004f5229b50f8493c49232b8e75726b568535fd300e5039e255d919fc3a07f2",
+                "sha256:6717543d2c110a155e6821ce5670c1f512f602eabb77dba95717ca76af79867d",
+                "sha256:6cac78a8d42f9d120b3987f82252bdbeb7e6e900a5e1ba37f6be6fe4e3848286",
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@@ -291,31 +303,31 @@
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@@ -335,28 +347,28 @@
         },
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@@ -368,11 +380,11 @@
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@@ -538,12 +550,12 @@
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@@ -667,31 +679,31 @@
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@@ -749,11 +761,11 @@
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@@ -791,22 +803,23 @@
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@@ -817,51 +830,51 @@
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@@ -997,11 +1007,11 @@
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@@ -1021,19 +1031,19 @@
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@@ -1045,11 +1055,11 @@
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@@ -1127,19 +1137,19 @@
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+            "version": "==1.64.1"
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         "idna": {
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@@ -1217,11 +1219,11 @@
         },
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@@ -1233,11 +1235,11 @@
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@@ -1287,11 +1289,11 @@
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@@ -1303,11 +1305,11 @@
         },
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@@ -1319,21 +1321,21 @@
         },
         "jsonpointer": {
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                 "format-nongpl"
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@@ -1497,20 +1499,20 @@
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@@ -1522,10 +1524,10 @@
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-                "sha256:8a2065527ec3d50617bd374c2b25cffeab16d93b34e4be08c1ca3e4bd8d2cc0c"
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@@ -1791,10 +1793,10 @@
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@@ -2520,11 +2433,11 @@
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@@ -2536,19 +2449,19 @@
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@@ -2591,19 +2504,18 @@
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@@ -2615,56 +2527,17 @@
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@@ -3272,108 +3144,108 @@
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@@ -3449,11 +3321,11 @@
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@@ -3603,11 +3475,11 @@
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@@ -3619,11 +3491,11 @@
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@@ -3660,19 +3532,19 @@
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@@ -3684,68 +3556,50 @@
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@@ -3755,18 +3609,6 @@
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@@ -3777,11 +3619,11 @@
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@@ -3800,74 +3642,87 @@
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+                "sha256:ef0107bbb6a55f5be727cfc2ef945d5676b97bffb8425650dadbb184be9f9a2b",
+                "sha256:f0de0f284248ab40188f23380b03b59126d1479cd59940f2a34f8852db710625",
+                "sha256:f27279d060e2ab24c0aa98363ff906d2386aa6c4dc2f1a374655d4e02a6c5e5e",
+                "sha256:f8affdf3c0f0466e69f5b3917cdd042f89c8c63aebdb9f7c078996f607cdb0f5"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==4.0.0"
+            "version": "==4.0.1"
         },
         "wcwidth": {
             "hashes": [
@@ -3935,10 +3793,10 @@
         },
         "webcolors": {
             "hashes": [
-                "sha256:29bc7e8752c0a1bd4a1f03c14d6e6a72e93d82193738fa860cbff59d0fcc11bf",
-                "sha256:c225b674c83fa923be93d235330ce0300373d02885cef23238813b0d5668304a"
+                "sha256:1d160d1de46b3e81e58d0a280d0c78b467dc80f47294b91b1ad8029d2cedb55b",
+                "sha256:8cf5bc7e28defd1d48b9e83d5fc30741328305a8195c29a8e668fa45586568a1"
             ],
-            "version": "==1.13"
+            "version": "==24.6.0"
         },
         "webencodings": {
             "hashes": [
@@ -3949,19 +3807,19 @@
         },
         "websocket-client": {
             "hashes": [
-                "sha256:10e511ea3a8c744631d3bd77e61eb17ed09304c413ad42cf6ddfa4c7787e8fe6",
-                "sha256:f4c3d22fec12a2461427a29957ff07d35098ee2d976d3ba244e688b8b4057588"
+                "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526",
+                "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.7.0"
+            "version": "==1.8.0"
         },
         "werkzeug": {
             "hashes": [
-                "sha256:3aac3f5da756f93030740bc235d3e09449efcf65f2f55e3602e1d851b8f48795",
-                "sha256:e39b645a6ac92822588e7b39a692e7828724ceae0b0d702ef96701f90e70128d"
+                "sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18",
+                "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.0.2"
+            "version": "==3.0.3"
         },
         "whatthepatch": {
             "hashes": [
@@ -3981,11 +3839,11 @@
         },
         "widgetsnbextension": {
             "hashes": [
-                "sha256:64196c5ff3b9a9183a8e699a4227fb0b7002f252c814098e66c4d1cd0644688f",
-                "sha256:d37c3724ec32d8c48400a435ecfa7d3e259995201fbefa37163124a9fcb393cc"
+                "sha256:55d4d6949d100e0d08b94948a42efc3ed6dfdc0e9468b2c4b128c9a2ce3a7a36",
+                "sha256:8b22a8f1910bfd188e596fe7fc05dcbd87e810c8a4ba010bdb3da86637398474"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==4.0.10"
+            "version": "==4.0.11"
         },
         "wrapt": {
             "hashes": [
@@ -4065,11 +3923,11 @@
         },
         "xyzservices": {
             "hashes": [
-                "sha256:6a04f11487a6fb77d92a98984cd107fbd9157fd5e65f929add9c3d6e604ee88c",
-                "sha256:b83e48c5b776c9969fffcfff57b03d02b1b1cd6607a9d9c4e7f568b01ef47f4c"
+                "sha256:58c1bdab4257d2551b9ef91cd48571f77b7c4d2bc45bf5e3c05ac97b3a4d7282",
+                "sha256:fecb2508f0f2b71c819aecf5df2c03cef001c56a4b49302e640f3b34710d25e4"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==2024.4.0"
+            "version": "==2024.6.0"
         },
         "y-py": {
             "hashes": [
@@ -4271,11 +4129,11 @@
         },
         "zipp": {
             "hashes": [
-                "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b",
-                "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"
+                "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19",
+                "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.18.1"
+            "version": "==3.19.2"
         }
     },
     "develop": {}
diff --git a/manifests/base/params.env b/manifests/base/params.env
index 1edb1468e..6736363a3 100644
--- a/manifests/base/params.env
+++ b/manifests/base/params.env
@@ -1,10 +1,10 @@
-odh-minimal-notebook-image-n=quay.io/mkumatag/workbench-images@sha256:bfe1cd15fe904adbc3486416b34ffff55ce360352d6120cc6b01f9321d93acd6
+odh-minimal-notebook-image-n=na.artifactory.swg-devops.com/sys-linux-power-team-ftp3distro-docker-images-docker-local/workbench-images@sha256:0497966fcaf03bd1ff4670e7c2892b17bc6bb01bc6a7dc46972116dfcc3fac4b
 odh-minimal-notebook-image-n-1=quay.io/opendatahub/workbench-images@sha256:6f0f064b57d6c28e3538bcceeb152d7507f68624b4702dfc7b61a029b1348bdf
 odh-minimal-gpu-notebook-image-n=quay.io/opendatahub/workbench-images@sha256:cc20c325c2965c6d986bb1328e0b0ebe61c228aadada55bb6eaf5cc9f4de2bd7
 odh-minimal-gpu-notebook-image-n-1=quay.io/opendatahub/workbench-images@sha256:e93294c857dd6fefc33d9057097c274c82bac4c0713b2c2134c05d8fc63154a8
-odh-pytorch-gpu-notebook-image-n=quay.io/opendatahub/workbench-images@sha256:f1b562b69008e2ec8364e4bc0567c7a17dc490223d1561e85f164e66592a5574
+odh-pytorch-gpu-notebook-image-n=na.artifactory.swg-devops.com/sys-linux-power-team-ftp3distro-docker-images-docker-local/workbench-images@sha256:350217a66d7ec6a32f1434622658e5d8c32ccd8e36ddc6658cb456908a8bc79a
 odh-pytorch-gpu-notebook-image-n-1=quay.io/opendatahub/workbench-images@sha256:14ad10fb4e79818fcd5db6bd5170f25d76e1cad2bbe5590b55dc19c6af576959
-odh-generic-data-science-notebook-image-n=na.artifactory.swg-devops.com/sys-linux-power-team-ftp3distro-docker-images-docker-local/workbench-images@sha256:1f230668aff590bf441b6ee0814406c659f600d5cbd40e15e247c034a38841c4
+odh-generic-data-science-notebook-image-n=na.artifactory.swg-devops.com/sys-linux-power-team-ftp3distro-docker-images-docker-local/workbench-images@sha256:e8c95b8474c884d1e96ad2680cb325b897b334c7bde40cced0ec6f0f4c17cacd
 odh-generic-data-science-notebook-image-n-1=quay.io/opendatahub/workbench-images@sha256:e2f2caec8c79da81f3bb2b0b361e26b648105d92f8f790c2ab3cce406e5a6d08
 odh-tensorflow-gpu-notebook-image-n=quay.io/opendatahub/workbench-images@sha256:61d6ba361c55a6ed3762fb72e5827894800eb8666f6d477e989abfa1ec83e839
 odh-tensorflow-gpu-notebook-image-n-1=quay.io/opendatahub/workbench-images@sha256:efc0d8df476b92e25cdbe92ed8fc6c75450fb50c92e1bd8a88da19ae5095928a