diff --git a/Pipfile b/Pipfile
index a27bf51..4358d40 100644
--- a/Pipfile
+++ b/Pipfile
@@ -11,7 +11,7 @@ name = "pypi"
 
 [packages]
 
-tensorflow = "==1.12.0"
+tensorflow = "==1.12.2"
 numpy = "*"
 floyd-cli = "*"
 
diff --git a/Pipfile.lock b/Pipfile.lock
index 1a1abd8..d521051 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,20 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "fefcb3b9f04653e1a38db2e70d1727bc3fe6431def50f68354440c6183b53e58"
-        },
-        "host-environment-markers": {
-            "implementation_name": "cpython",
-            "implementation_version": "3.6.2",
-            "os_name": "posix",
-            "platform_machine": "x86_64",
-            "platform_python_implementation": "CPython",
-            "platform_release": "18.0.0",
-            "platform_system": "Darwin",
-            "platform_version": "Darwin Kernel Version 18.0.0: Wed Aug 22 20:13:40 PDT 2018; root:xnu-4903.201.2~1/RELEASE_X86_64",
-            "python_full_version": "3.6.2",
-            "python_version": "3.6",
-            "sys_platform": "darwin"
+            "sha256": "9aaa9360b3d8245039bcf0bbdc9f6c62df0a2a2ce0e25909cd51cc29ae232185"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -31,9 +18,9 @@
     "default": {
         "absl-py": {
             "hashes": [
-                "sha256:87519e3b91a3d573664c6e2ee33df582bb68dca6642ae3cf3a4361b1c0a4e9d6"
+                "sha256:d9129186431e150d7fe455f1cb1ecbb92bb5dba9da9bc3ef7b012d98c4db2526"
             ],
-            "version": "==0.6.1"
+            "version": "==0.8.1"
         },
         "args": {
             "hashes": [
@@ -43,29 +30,22 @@
         },
         "astor": {
             "hashes": [
-                "sha256:fb503b9e2fdd05609fbf557b916b4a7824171203701660f0c55bbf5a7a68713e",
-                "sha256:95c30d87a6c2cf89aa628b87398466840f0ad8652f88eb173125a6df8533fb8d"
+                "sha256:0e41295809baf43ae8303350e031aff81ae52189b6f881f36d623fa8b2f1960e",
+                "sha256:37a6eed8b371f1228db08234ed7f6cfdc7817a3ed3824797e20cbb11dc2a7862"
             ],
-            "version": "==0.7.1"
-        },
-        "backports.weakref": {
-            "hashes": [
-                "sha256:81bc9b51c0abc58edc76aefbbc68c62a787918ffe943a37947e162c3f8e19e82",
-                "sha256:bc4170a29915f8b22c9e7c4939701859650f2eb84184aee80da329ac0b9825c2"
-            ],
-            "version": "==1.0.post1"
+            "version": "==0.8.0"
         },
         "certifi": {
             "hashes": [
-                "sha256:339dc09518b07e2fa7eda5450740925974815557727d6bd35d319c1524a04a4c",
-                "sha256:6d58c986d22b038c8c0df30d639f23a3e6d172a05c3583e766f4c0b785c0986a"
+                "sha256:e4f3620cfea4f83eedc95b24abd9cd56f3c4b146dd0177e83a21b4eb49e21e50",
+                "sha256:fd7c7c74727ddcf00e9acd26bba8da604ffec95bf1c2144e67aff7a8b50e6cef"
             ],
-            "version": "==2018.10.15"
+            "version": "==2019.9.11"
         },
         "chardet": {
             "hashes": [
-                "sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691",
-                "sha256:84ab92ed1c4d4f16916e05906b6b75a6c0fb5db821cc65e70cbd64a3e2a5eaae"
+                "sha256:84ab92ed1c4d4f16916e05906b6b75a6c0fb5db821cc65e70cbd64a3e2a5eaae",
+                "sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691"
             ],
             "version": "==3.0.4"
         },
@@ -82,330 +62,268 @@
             ],
             "version": "==0.5.1"
         },
-        "contextlib2": {
-            "hashes": [
-                "sha256:f5260a6e679d2ff42ec91ec5252f4eeffdcf21053db9113bd0a8e4d953769c00",
-                "sha256:509f9419ee91cdd00ba34443217d5ca51f5a364a404e1dce9e8979cea969ca48"
-            ],
-            "markers": "python_version < '3.2'",
-            "version": "==0.5.5"
-        },
-        "enum34": {
-            "hashes": [
-                "sha256:6bd0f6ad48ec2aa117d3d141940d484deccda84d4fcd884f5c3d93c23ecd8c79",
-                "sha256:644837f692e5f550741432dd3f223bbb9852018674981b1664e5dc339387588a",
-                "sha256:8ad8c4783bf61ded74527bffb48ed9b54166685e4230386a9ed9b1279e2df5b1",
-                "sha256:2d81cbbe0e73112bdfe6ef8576f2238f2ba27dd0d55752a776c41d38b7da2850"
-            ],
-            "version": "==1.1.6"
-        },
         "floyd-cli": {
             "hashes": [
                 "sha256:6d366d65cc666f06fdae9b96292fa9ee1fee6f8492cee81033f39c0fc76dad37"
             ],
+            "index": "pypi",
             "version": "==0.11.14"
         },
-        "funcsigs": {
-            "hashes": [
-                "sha256:330cc27ccbf7f1e992e69fef78261dc7c6569012cf397db8d3de0234e6c937ca",
-                "sha256:a7bb0f2cf3a3fd1ab2732cb49eba4252c2af4240442415b4abce3b87022a8f50"
-            ],
-            "markers": "python_version < '3.3'",
-            "version": "==1.0.2"
-        },
-        "futures": {
-            "hashes": [
-                "sha256:c4884a65654a7c45435063e14ae85280eb1f111d94e542396717ba9828c4337f",
-                "sha256:51ecb45f0add83c806c68e4b06106f90db260585b25ef2abfcda0bd95c0132fd"
-            ],
-            "markers": "python_version < '3'",
-            "version": "==3.1.1"
-        },
         "gast": {
             "hashes": [
-                "sha256:7068908321ecd2774f145193c4b34a11305bd104b4551b09273dfd1d6a374930"
+                "sha256:5c7617f1f6c8b8b426819642b16b9016727ddaecd16af9a07753e537eba8a3a5"
             ],
-            "version": "==0.2.0"
+            "version": "==0.3.2"
         },
         "grpcio": {
             "hashes": [
-                "sha256:e46d3d702198d164474078140e008e8961e95dfb5a100f2890eb201c94c48c6e",
-                "sha256:e986100947cdafa2817701ffe616f2dc0221cc27eb301d654b9462b98ee62912",
-                "sha256:8a1f4bee826b0edb123157f19843f46ca9ef29f12ed0b54eeffde5ff65101340",
-                "sha256:93edd492a1c6865e15db1ff7d98228b7351221bf815286a41834e10934c0cde0",
-                "sha256:b14629835e796f7905db2f7d10035958f995bae67bf9e652b13be156ed4a8457",
-                "sha256:0b09e82027f27cb540999404acf1be19cb50073d76ab257d7369aa3730bec3c0",
-                "sha256:b4fe851428b630bdf6f3a99c3761ce3d304b194162812fc1312bfe7bd138e620",
-                "sha256:84d62107eb5bc9fe4e3682b038434c709ca7a2ae19e621e08ed7e8d908046cfb",
-                "sha256:c4318cea2d85f13811655e5d1c30fe97074aeb8105b16cc6da2d1d5d64a9f4f7",
-                "sha256:76b3dbff4c775f5f8667c405b909ab2f80440c7579ad56f823476b011124a8a5",
-                "sha256:a440935203be2581f68de7a4c5ca7ca22e948a21af70d7279ba9a2e32f73ae40",
-                "sha256:3bf1b9d72a05a855762c36bd458d3750bedb5fd7b957a44443a62facf80afba4",
-                "sha256:13b498b0415715a4214574c67ac6d0d7b565a861eb4490238a828fac17a51506",
-                "sha256:f94ae68c43b4bba0272e565882db2709d8827910ccc427f0a89d8cf070180f61",
-                "sha256:84afdfbf88c0ed2426a4f029fae3e677e8f1b2f3370feeae939d64670926c981",
-                "sha256:6dd039527b7333c947b9757ad40adf93b917f3734aed1da4fdeb28fd17ec63f0",
-                "sha256:63afda9d946fff727107ebbef25f6b45497f29486e462725dc9942391f3714a8",
-                "sha256:9907fcb03a9fd327b114919dbb7a4577d5d5aeed2d6d000e6e6d002ad5cb959d",
-                "sha256:62b24446d447ebe3a7002a6e3bd2c7372159e094868eb61ea2426327fe9f1992",
-                "sha256:314c557efecec7f901cf394beb184b31414f906785e4811d2392859576d4d7b5",
-                "sha256:5bf2c9ec1d55c28ca1221f7b2d1914f20b2819c44579da89f447789baaba1386",
-                "sha256:7d74c3c6d8c7aadd505c8cef2b4b5324588bee645e6d20a6493940b24d394603",
-                "sha256:a9144b8a0f73be76aff348e4d558a5c3f43a8378a17c6327d56dbea8efda4aeb",
-                "sha256:9dd008cd45a646b0e3761f0963c95b0dcd07d880d278a3c1ce23dd4ecb9cd174",
-                "sha256:6e719d17ca8fa06260a427cd1fab58abfd0672e8e625fcad81595bd125e0e367",
-                "sha256:7be774ca3c8faa0e126d1e41e11fd82c9c114efb5437b36f651fe25add7f8c2e",
-                "sha256:4a7fab9f8ed8352d63585d221ee9c1fc58fb9b3d12535e777e36e855b0cab3db",
-                "sha256:32d2859b68e185d05d6b5f5814121e786088f5e3483da0a7359f5d7fc0401ee3",
-                "sha256:4b4a2faa53e0f8d2b1479173dbce1523a7daaf2644fb835fb9fff04beb29ed8d",
-                "sha256:5526bf9f6615e22d0290aa83324f87fcc1fee51c3a9580ebeb2a52271c21a563",
-                "sha256:41614ec2df4776a7d1b46183543d5c508bfc4972f092ec1ea83e98f808e5fa4d",
-                "sha256:0cc5f2d3ee21c642d8982f197c83053fd3a8cbcd6a60240d8c87c6c256b10d57"
-            ],
-            "version": "==1.16.0"
+                "sha256:0302331e014fc4bac028b6ad480b33f7abfe20b9bdcca7be417124dda8f22115",
+                "sha256:0aa0cce9c5eb1261b32173a20ed42b51308d55ce28ecc2021e868b3cb90d9503",
+                "sha256:0c83947575300499adbc308e986d754e7f629be0bdd9bea1ffdd5cf76e1f1eff",
+                "sha256:0ca26ff968d45efd4ef73447c4d4b34322ea8c7d06fbb6907ce9e5db78f1bbcb",
+                "sha256:0cf80a7955760c2498f8821880242bb657d70998065ff0d2a082de5ffce230a7",
+                "sha256:0d40706e57d9833fe0e023a08b468f33940e8909affa12547874216d36bba208",
+                "sha256:11872069156de34c6f3f9a1deb46cc88bc35dfde88262c4c73eb22b39b16fc55",
+                "sha256:16065227faae0ab0abf1789bfb92a2cd2ab5da87630663f93f8178026da40e0d",
+                "sha256:1e33778277685f6fabb22539136269c87c029e39b6321ef1a639b756a1c0a408",
+                "sha256:2b16be15b1ae656bc7a36642b8c7045be2dde2048bb4b67478003e9d9db8022a",
+                "sha256:3701dfca3ada27ceef0d17f728ce9dfef155ed20c57979c2b05083082258c6c1",
+                "sha256:41912ecaf482abf2de74c69f509878f99223f5dd6b2de1a09c955afd4de3cf9b",
+                "sha256:4332cbd20544fe7406910137590f38b5b3a1f6170258e038652cf478c639430f",
+                "sha256:44068ecbdc6467c2bff4d8198816c8a2701b6dd1ec16078fceb6adc7c1f577d6",
+                "sha256:53115960e37059420e2d16a4b04b00dd2ab3b6c3c67babd01ffbfdcd7881a69b",
+                "sha256:6e7027bcd4070414751e2a5e60706facb98a1fc636497c9bac5442fe37b8ae6b",
+                "sha256:6ff57fb2f07b7226b5bec89e8e921ea9bd220f35f11e094f2ba38f09eecd49c6",
+                "sha256:73240e244d7644654bbda1f309f4911748b6a1804b7a8897ddbe8a04c90f7407",
+                "sha256:785234bbc469bc75e26c868789a2080ffb30bd6e93930167797729889ad06b0b",
+                "sha256:82f9d3c7f91d2d1885631335c003c5d45ae1cd69cc0bc4893f21fef50b8151bc",
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+                "sha256:95e925b56676a55e6282b3de80a1cbad5774072159779c61eac02791dface049",
+                "sha256:96673bb4f14bd3263613526d1e7e33fdb38a9130e3ce87bf52314965706e1900",
+                "sha256:970014205e76920484679035b6fb4b16e02fc977e5aac4d22025da849c79dab9",
+                "sha256:ace5e8bf11a1571f855f5dab38a9bd34109b6c9bc2864abf24a597598c7e3695",
+                "sha256:ad375f03eb3b9cb75a24d91eab8609e134d34605f199efc41e20dd642bdac855",
+                "sha256:b819c4c7dcf0de76788ce5f95daad6d4e753d6da2b6a5f84e5bb5b5ce95fddc4",
+                "sha256:c17943fd340cbd906db49f3f03c7545e5a66b617e8348b2c7a0d2c759d216af1",
+                "sha256:d21247150dea86dabd3b628d8bc4b563036db3d332b3f4db3c5b1b0b122cb4f6",
+                "sha256:d4d500a7221116de9767229ff5dd10db91f789448d85befb0adf5a37b0cd83b5",
+                "sha256:e2a942a3cfccbbca21a90c144867112698ef36486345c285da9e98c466f22b22",
+                "sha256:e983273dca91cb8a5043bc88322eb48e2b8d4e4998ff441a1ee79ced89db3909"
+            ],
+            "version": "==1.24.1"
         },
         "h5py": {
             "hashes": [
-                "sha256:56d259d56822b70881760b243957f04a0cf133f0ec65eae6a33f562826aee899",
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-                "sha256:6bf38571f555fa214493ec6349d29024cc5f313bf1715b09f236c553fd22ae4d",
-                "sha256:62bfb0ebb0f59e5dccc0b0dbbc0fc40dd1d1e09d04c0dc71f89790231531d4a2",
-                "sha256:9214ca445c18a37bfe9c165982c0e317e2f21f035c8d635d1c6d9fcbaf35b7a8",
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-                "sha256:e626c65a8587921ebc7fb8d31a49addfdd0b9a9aa96315ea484c09803337b955"
-            ],
-            "version": "==2.8.0"
+                "sha256:063947eaed5f271679ed4ffa36bb96f57bc14f44dd4336a827d9a02702e6ce6b",
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+                "sha256:c0d4b04bbf96c47b6d360cd06939e72def512b20a18a8547fa4af810258355d5",
+                "sha256:c54a2c0dd4957776ace7f95879d81582298c5daf89e77fb8bee7378f132951de",
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-            "version": "==1.12.0"
+                "sha256:17f406ce35801e438229b102b9e82251c2a5c6fb1384702e1b56cf667b01f921",
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+                "sha256:ba36994431dbee4e46f2ac19fcf3d8b8c08de88ecbcf39a73c3cfaf33470f460",
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+            ],
+            "index": "pypi",
+            "version": "==1.12.2"
         },
         "termcolor": {
             "hashes": [
@@ -415,25 +333,25 @@
         },
         "urllib3": {
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-            "version": "==1.24.1"
+            "version": "==1.25.6"
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-                "sha256:c3fd7a7d41976d9f44db327260e263132466836cef6f91512889ed60ad26557c"
+                "sha256:7280924747b5733b246fe23972186c6b348f9ae29724135a6dfc1e53cea433e7",
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-            "version": "==0.14.1"
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-                "sha256:196c9842d79262bb66fcf59faa4bd0deb27da911dbc7c6cdca931080eb1f0783"
+                "sha256:10c9da68765315ed98850f8e048347c3eb06dd81822dc2ab1d4fde9dc9702646",
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-            "markers": "python_version < '3'",
-            "version": "==0.32.2"
+            "markers": "python_version >= '3'",
+            "version": "==0.33.6"
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     "develop": {}