diff --git a/overlays/training/Pipfile.lock b/overlays/training/Pipfile.lock
index 980608c..7b7473f 100644
--- a/overlays/training/Pipfile.lock
+++ b/overlays/training/Pipfile.lock
@@ -36,6 +36,7 @@
                 "sha256:a9232185d8e7e2fd2b166c0ebee5d7b1f787fdb3093f33bbf5aa932c08f0ccac"
             ],
             "index": "pypi",
+            "markers": "python_version >= '3.6'",
             "version": "==1.18.42"
         },
         "botocore": {
@@ -48,100 +49,115 @@
         },
         "cachetools": {
             "hashes": [
-                "sha256:13dfddc7b8df938c21a940dfa6557ce6e94a2f1cdfa58eb90c805721d58f2c14",
-                "sha256:429e1a1e845c008ea6c85aa35d4b98b65d6a9763eeef3e37e92728a12d1de9d4"
+                "sha256:95ef631eeaea14ba2e36f06437f36463aac3a096799e876ee55e5cdccb102590",
+                "sha256:dce83f2d9b4e1f732a8cd44af8e8fab2dbe46201467fc98b3ef8f269092bf62b"
             ],
-            "markers": "python_version ~= '3.7'",
-            "version": "==5.3.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==5.3.1"
         },
         "certifi": {
             "hashes": [
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-                "sha256:c6c2e98f5c7869efca1f8916fed228dd91539f9f1b444c314c06eef02980c716"
+                "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082",
+                "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==2023.5.7"
+            "version": "==2023.7.22"
         },
         "charset-normalizer": {
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@@ -152,11 +168,11 @@
         },
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@@ -175,11 +191,11 @@
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@@ -199,54 +215,63 @@
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         "h5py": {
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@@ -277,11 +302,11 @@
         },
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@@ -293,10 +318,11 @@
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         "keras": {
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@@ -307,141 +333,187 @@
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             "markers": "python_version >= '3.7'",
-            "version": "==2.1.2"
+            "version": "==2.1.3"
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@@ -468,6 +540,7 @@
                 "sha256:fcd6f1954943c0c192bfbebbac263f839d7055409f1173f80d8b11a224d236da"
             ],
             "index": "pypi",
+            "markers": "python_version >= '3.7'",
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@@ -508,6 +581,7 @@
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+            "markers": "python_version >= '3.6'",
             "version": "==1.19.5"
         },
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@@ -528,94 +602,83 @@
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@@ -635,11 +698,11 @@
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@@ -654,7 +717,7 @@
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@@ -670,7 +733,7 @@
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@@ -683,11 +746,11 @@
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@@ -699,19 +762,19 @@
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@@ -733,10 +796,10 @@
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@@ -754,27 +817,27 @@
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@@ -784,11 +847,11 @@
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