diff --git a/Pipfile b/Pipfile
index d22bbff..4c9ebd0 100644
--- a/Pipfile
+++ b/Pipfile
@@ -7,7 +7,7 @@ verify_ssl = true
 matplotlib = "*"
 
 [packages]
-tensorflow = "==1.13.1"
+tensorflow = "==1.15.2"
 easy-tf-log = "==1.10"
 sacred = "==0.7.5"
 gym = "==0.13.0"
diff --git a/Pipfile.lock b/Pipfile.lock
index 8e7dc8d..1d298ba 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "93a5401d895cae0616c2b269249d8ea60472f1871d3b110fa078473c6a03c3ec"
+            "sha256": "c644efed1dd543fbd97d23ac9ab497f9a4ad5232b3a3401d0df76184c620c747"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -18,30 +18,30 @@
     "default": {
         "absl-py": {
             "hashes": [
-                "sha256:b943d1c567743ed0455878fcd60bc28ac9fae38d129d1ccfad58079da00b8951"
+                "sha256:75e737d6ce7723d9ff9b7aa1ba3233c34be62ef18d5859e706b8fdc828989830"
             ],
-            "version": "==0.7.1"
+            "version": "==0.9.0"
         },
         "astor": {
             "hashes": [
-                "sha256:0e41295809baf43ae8303350e031aff81ae52189b6f881f36d623fa8b2f1960e",
-                "sha256:37a6eed8b371f1228db08234ed7f6cfdc7817a3ed3824797e20cbb11dc2a7862"
+                "sha256:070a54e890cefb5b3739d19f30f5a5ec840ffc9c50ffa7d23cc9fc1a38ebbfc5",
+                "sha256:6a6effda93f4e1ce9f618779b2dd1d9d84f1e32812c23a29b3fff6fd7f63fa5e"
             ],
-            "version": "==0.8.0"
+            "version": "==0.8.1"
         },
         "cloudpickle": {
             "hashes": [
-                "sha256:603244e0f552b72a267d47a7d9b347b27a3430f58a0536037a290e7e0e212ecf",
-                "sha256:b8ba7e322f2394b9bbbdc1c976e6442c2c02acc784cb9e553cee9186166a6890"
+                "sha256:922401d7140e133253ff5fab4faa4a1166416066453a783b00b507dca93f8859",
+                "sha256:f3ef2c9d438f1553ce7795afb18c1f190d8146132496169ef6aa9b7b65caa4c3"
             ],
-            "version": "==1.2.1"
+            "version": "==1.2.2"
         },
         "colorama": {
             "hashes": [
-                "sha256:05eed71e2e327246ad6b38c540c4a3117230b19679b875190486ddd2d721422d",
-                "sha256:f8ac84de7840f5b9c4e3347b3c1eaa50f7e49c2b07596221daec5edaabbd7c48"
+                "sha256:7d73d2a99753107a36ac6b455ee49046802e59d9d076ef8e47b61499fa29afff",
+                "sha256:e96da0d330793e2cb9485e9ddfd918d456036c7149416295932478192f4436a1"
             ],
-            "version": "==0.4.1"
+            "version": "==0.4.3"
         },
         "docopt": {
             "hashes": [
@@ -59,9 +59,9 @@
         },
         "future": {
             "hashes": [
-                "sha256:67045236dcfd6816dc439556d009594abf643e5eb48992e36beac09c2ca659b8"
+                "sha256:b1bead90b70cf6ec3f0710ae53a525360fa360d306a86583adc6bf83a4db537d"
             ],
-            "version": "==0.17.1"
+            "version": "==0.18.2"
         },
         "gast": {
             "hashes": [
@@ -71,10 +71,10 @@
         },
         "gitdb2": {
             "hashes": [
-                "sha256:83361131a1836661a155172932a13c08bda2db3674e4caa32368aa6eb02f38c2",
-                "sha256:e3a0141c5f2a3f635c7209d56c496ebe1ad35da82fe4d3ec4aaa36278d70648a"
+                "sha256:1b6df1433567a51a4a9c1a5a0de977aa351a405cc56d7d35f3388bad1f630350",
+                "sha256:96bbb507d765a7f51eb802554a9cfe194a174582f772e0d89f4e87288c288b7b"
             ],
-            "version": "==2.0.5"
+            "version": "==2.0.6"
         },
         "gitpython": {
             "hashes": [
@@ -84,42 +84,61 @@
             "index": "pypi",
             "version": "==2.1.11"
         },
+        "google-pasta": {
+            "hashes": [
+                "sha256:41bbe63bab92408452585ff2e1673ec1e35b88e163371cbed2a18510be4e8bc5",
+                "sha256:644dcf3784cf7147ab01de5dc22e60a638d219d4e4a3a7464eb98997ae2fe66f",
+                "sha256:713813a9f7d6589e5defdaf21e80e4392eb124662f8bd829acd51a4f8735c0cb"
+            ],
+            "version": "==0.1.8"
+        },
         "grpcio": {
             "hashes": [
-                "sha256:03b78b4e7dcdfe3e257bb528cc93923f9cbbab6d5babf15a60d21e9a4a70b1a2",
-                "sha256:1ce0ccfbdfe84387dbcbf44adb4ae16ec7ae70e166ffab478993eb1ea1cba3ce",
-                "sha256:22e167a9406d73dd19ffe8ed6a485f17e6eac82505be8c108897f15e68badcbb",
-                "sha256:31d0aeca8d8ee2301c62c5c340e0889d653b1280d68f9fa203982cb6337b050e",
-                "sha256:44c7f99ca17ebbcc96fc54ed00b454d8313f1eac28c563098d8b901025aff941",
-                "sha256:5471444f53f9db6a1f1f11f5dbc173228881df8446380b6b98f90afb8fd8348e",
-                "sha256:561bca3b1bde6d6564306eb05848fd155136e9c3a25d2961129b1e2edba22fce",
-                "sha256:5bf58e1d2c2f55365c06e8cb5abe067b88ca2e5550fb62009c41df4b54505acf",
-                "sha256:6b7163d1e85d76b0815df63fcc310daec02b44532bb433f743142d4febcb181f",
-                "sha256:766d79cddad95f5f6020037fe60ea8b98578afdf0c59d5a60c106c1bdd886303",
-                "sha256:770b7372d5ca68308ff66d7baee53369fa5ce985f84bcb6aa1948c1f2f7b02f2",
-                "sha256:7ab178da777fc0f55b6aef5a755f99726e8e4b75e3903954df07b27059b54fcf",
-                "sha256:8078305e77c2f6649d36b24d8778096413e474d9d7892c6f92cfb589c9d71b2e",
-                "sha256:85600b63a386d860eeaa955e9335e18dd0d7e5477e9214825abf2c2884488369",
-                "sha256:857d9b939ae128be1c0c792eb885c7ff6a386b9dea899ac4b06f4d90a31f9d87",
-                "sha256:87a41630c90c179fa5c593400f30a467c498972c702f348d41e19dafeb1d319e",
-                "sha256:8805d486c6128cc0fcc8ecf16c4095d99a8693a541ef851429ab334e028a4a97",
-                "sha256:8d71b7a89c306a41ccc7741fc9409b14f5b86727455c2a1c0c7cfcb0f784e1f2",
-                "sha256:9e1b80bd65f8f160880cb4dad7f55697f6d37b2d7f251fc0c2128e811928f369",
-                "sha256:9e290c84a145ae2411ee0ec9913c41cd7500e2e7485fe93632434d84ef4fda67",
-                "sha256:9ec9f88b5bc94bd99372f27cdd53af1c92ba06717380b127733b953cfb181174",
-                "sha256:a0a02a8b4ba6deadf706d5f849539b3685b72b186a3c9ef5d43e8972ed60fb6f",
-                "sha256:a4059c59519f5940e01a071f74ae2a60ea8f6185b03d22a09d40c7959a36b16b",
-                "sha256:a6e028c2a6da2ebfa2365a5b32531d311fbfec0e3600fc27e901b64f0ff7e54e",
-                "sha256:adcdebf9f8463df4120c427cf6c9aed39258bccd03ed37b6939e7a145d64d6e0",
-                "sha256:bdec982610259d07156a58f80b8c3e69be7751a9208bc577b059c5193d087fad",
-                "sha256:cefc4d4251ffb73feb303d4b7e9d6c367cb60f2db16d259ea28b114045f965aa",
-                "sha256:d4145c8aa6afbac10ad27e408f7ce15992fe89ba5d0b4abca31c0c2729864c03",
-                "sha256:da76dc5ad719ee99de5ea28a5629ff92172cbb4a70d8a6ae3a5b7a53c7382ce1",
-                "sha256:dde2452c08ef8b6426ccab6b5b6de9f06d836d9937d6870e68153cbf8cb49348",
-                "sha256:e3d88091d2539a4868750914a6fe7b9ec50e42b913851fc1b77423b5bd918530",
-                "sha256:f9c67cfe6278499d7f83559dc6322a8bbb108e307817a3d7acbfea807b3603cc"
-            ],
-            "version": "==1.22.0"
+                "sha256:066630f6b62bffa291dacbee56994279a6a3682b8a11967e9ccaf3cc770fc11e",
+                "sha256:07e95762ca6b18afbeb3aa2793e827c841152d5e507089b1db0b18304edda105",
+                "sha256:0a0fb2f8e3a13537106bc77e4c63005bc60124a6203034304d9101921afa4e90",
+                "sha256:0c61b74dcfb302613926e785cb3542a0905b9a3a86e9410d8cf5d25e25e10104",
+                "sha256:13383bd70618da03684a8aafbdd9e3d9a6720bf8c07b85d0bc697afed599d8f0",
+                "sha256:1c6e0f6b9d091e3717e9a58d631c8bb4898be3b261c2a01fe46371fdc271052f",
+                "sha256:1cf710c04689daa5cc1e598efba00b028215700dcc1bf66fcb7b4f64f2ea5d5f",
+                "sha256:2da5cee9faf17bb8daf500cd0d28a17ae881ab5500f070a6aace457f4c08cac4",
+                "sha256:2f78ebf340eaf28fa09aba0f836a8b869af1716078dfe8f3b3f6ff785d8f2b0f",
+                "sha256:33a07a1a8e817d733588dbd18e567caad1a6fe0d440c165619866cd490c7911a",
+                "sha256:3d090c66af9c065b7228b07c3416f93173e9839b1d40bb0ce3dd2aa783645026",
+                "sha256:42b903a3596a10e2a3727bae2a76f8aefd324d498424b843cfa9606847faea7b",
+                "sha256:4fffbb58134c4f23e5a8312ac3412db6f5e39e961dc0eb5e3115ce5aa16bf927",
+                "sha256:57be5a6c509a406fe0ffa6f8b86904314c77b5e2791be8123368ad2ebccec874",
+                "sha256:5b0fa09efb33e2af4e8822b4eb8b2cbc201d562e3e185c439be7eaeee2e8b8aa",
+                "sha256:5ef42dfc18f9a63a06aca938770b69470bb322e4c137cf08cf21703d1ef4ae5c",
+                "sha256:6a43d2f2ff8250f200fdf7aa31fa191a997922aa9ea1182453acd705ad83ab72",
+                "sha256:6d8ab28559be98b02f8b3a154b53239df1aa5b0d28ff865ae5be4f30e7ed4d3f",
+                "sha256:6e47866b7dc14ca3a12d40c1d6082e7bea964670f1c5315ea0fb8b0550244d64",
+                "sha256:6edda1b96541187f73aab11800d25f18ee87e53d5f96bb74473873072bf28a0e",
+                "sha256:7109c8738a8a3c98cfb5dda1c45642a8d6d35dc00d257ab7a175099b2b4daecd",
+                "sha256:8d866aafb08657c456a18c4a31c8526ea62de42427c242b58210b9eae6c64559",
+                "sha256:9939727d9ae01690b24a2b159ac9dbca7b7e8e6edd5af6a6eb709243cae7b52b",
+                "sha256:99fd873699df17cb11c542553270ae2b32c169986e475df0d68a8629b8ef4df7",
+                "sha256:b6fda5674f990e15e1bcaacf026428cf50bce36e708ddcbd1de9673b14aab760",
+                "sha256:bdb2f3dcb664f0c39ef1312cd6acf6bc6375252e4420cf8f36fff4cb4fa55c71",
+                "sha256:bfd7d3130683a1a0a50c456273c21ec8a604f2d043b241a55235a78a0090ee06",
+                "sha256:c6c2db348ac73d73afe14e0833b18abbbe920969bf2c5c03c0922719f8020d06",
+                "sha256:cb7a4b41b5e2611f85c3402ac364f1d689f5d7ecbc24a55ef010eedcd6cf460f",
+                "sha256:cd3d3e328f20f7c807a862620c6ee748e8d57ba2a8fc960d48337ed71c6d9d32",
+                "sha256:d1a481777952e4f99b8a6956581f3ee866d7614100d70ae6d7e07327570b85ce",
+                "sha256:d1d49720ed636920bb3d74cedf549382caa9ad55aea89d1de99d817068d896b2",
+                "sha256:d42433f0086cccd192114343473d7dbd4aae9141794f939e2b7b83efc57543db",
+                "sha256:d44c34463a7c481e076f691d8fa25d080c3486978c2c41dca09a8dd75296c2d7",
+                "sha256:d7e5b7af1350e9c8c17a7baf99d575fbd2de69f7f0b0e6ebd47b57506de6493a",
+                "sha256:d9542366a0917b9b48bab1fee481ac01f56bdffc52437b598c09e7840148a6a9",
+                "sha256:df7cdfb40179acc9790a462c049e0b8e109481164dd7ad1a388dd67ff1528759",
+                "sha256:e1a9d9d2e7224d981aea8da79260c7f6932bf31ce1f99b7ccfa5eceeb30dc5d0",
+                "sha256:ed10e5fad105ecb0b12822f924e62d0deb07f46683a0b64416b17fd143daba1d",
+                "sha256:f0ec5371ce2363b03531ed522bfbe691ec940f51f0e111f0500fc0f44518c69d",
+                "sha256:f6580a8a4f5e701289b45fd62a8f6cb5ec41e4d77082424f8b676806dcd22564",
+                "sha256:f7b83e4b2842d44fce3cdc0d54db7a7e0d169a598751bf393601efaa401c83e0",
+                "sha256:ffec45b0db18a555fdfe0c6fa2d0a3fceb751b22b31e8fcd14ceed7bde05481e"
+            ],
+            "version": "==1.26.0"
         },
         "gym": {
             "hashes": [
@@ -130,36 +149,37 @@
         },
         "h5py": {
             "hashes": [
-                "sha256:05750b91640273c69989c657eaac34b091abdd75efc8c4824c82aaf898a2da0a",
-                "sha256:082a27208aa3a2286e7272e998e7e225b2a7d4b7821bd840aebf96d50977abbb",
-                "sha256:08e2e8297195f9e813e894b6c63f79372582787795bba2014a2db6a2de95f713",
-                "sha256:0dd2adeb2e9de5081eb8dcec88874e7fd35dae9a21557be3a55a3c7d491842a4",
-                "sha256:0f94de7a10562b991967a66bbe6dda9808e18088676834c0a4dcec3fdd3bcc6f",
-                "sha256:106e42e2e01e486a3d32eeb9ba0e3a7f65c12fa8998d63625fa41fb8bdc44cdb",
-                "sha256:1606c66015f04719c41a9863c156fc0e6b992150de21c067444bcb82e7d75579",
-                "sha256:1854c4beff9961e477e133143c5e5e355dac0b3ebf19c52cf7cc1b1ef757703c",
-                "sha256:1e9fb6f1746500ea91a00193ce2361803c70c6b13f10aae9a33ad7b5bd28e800",
-                "sha256:2cca17e80ddb151894333377675db90cd0279fa454776e0a4f74308376afd050",
-                "sha256:30e365e8408759db3778c361f1e4e0fe8e98a875185ae46c795a85e9bafb9cdf",
-                "sha256:3206bac900e16eda81687d787086f4ffd4f3854980d798e191a9868a6510c3ae",
-                "sha256:3c23d72058647cee19b30452acc7895621e2de0a0bd5b8a1e34204b9ea9ed43c",
-                "sha256:407b5f911a83daa285bbf1ef78a9909ee5957f257d3524b8606be37e8643c5f0",
-                "sha256:4162953714a9212d373ac953c10e3329f1e830d3c7473f2a2e4f25dd6241eef0",
-                "sha256:5fc7aba72a51b2c80605eba1c50dbf84224dcd206279d30a75c154e5652e1fe4",
-                "sha256:713ac19307e11de4d9833af0c4bd6778bde0a3d967cafd2f0f347223711c1e31",
-                "sha256:71b946d80ef3c3f12db157d7778b1fe74a517ca85e94809358b15580983c2ce2",
-                "sha256:8cc4aed71e20d87e0a6f02094d718a95252f11f8ed143bc112d22167f08d4040",
-                "sha256:9d41ca62daf36d6b6515ab8765e4c8c4388ee18e2a665701fef2b41563821002",
-                "sha256:a744e13b000f234cd5a5b2a1f95816b819027c57f385da54ad2b7da1adace2f3",
-                "sha256:b087ee01396c4b34e9dc41e3a6a0442158206d383c19c7d0396d52067b17c1cb",
-                "sha256:b0f03af381d33306ce67d18275b61acb4ca111ced645381387a02c8a5ee1b796",
-                "sha256:b9e4b8dfd587365bdd719ae178fa1b6c1231f81280b1375eef8626dfd8761bf3",
-                "sha256:c5dd4ec75985b99166c045909e10f0534704d102848b1d9f0992720e908928e7",
-                "sha256:d2b82f23cd862a9d05108fe99967e9edfa95c136f532a71cb3d28dc252771f50",
-                "sha256:e58a25764472af07b7e1c4b10b0179c8ea726446c7141076286e41891bf3a563",
-                "sha256:f3b49107fbfc77333fc2b1ef4d5de2abcd57e7ea3a1482455229494cf2da56ce"
-            ],
-            "version": "==2.9.0"
+                "sha256:063947eaed5f271679ed4ffa36bb96f57bc14f44dd4336a827d9a02702e6ce6b",
+                "sha256:13c87efa24768a5e24e360a40e0bc4c49bcb7ce1bb13a3a7f9902cec302ccd36",
+                "sha256:16ead3c57141101e3296ebeed79c9c143c32bdd0e82a61a2fc67e8e6d493e9d1",
+                "sha256:3dad1730b6470fad853ef56d755d06bb916ee68a3d8272b3bab0c1ddf83bb99e",
+                "sha256:51ae56894c6c93159086ffa2c94b5b3388c0400548ab26555c143e7cfa05b8e5",
+                "sha256:54817b696e87eb9e403e42643305f142cd8b940fe9b3b490bbf98c3b8a894cf4",
+                "sha256:549ad124df27c056b2e255ea1c44d30fb7a17d17676d03096ad5cd85edb32dc1",
+                "sha256:64f74da4a1dd0d2042e7d04cf8294e04ddad686f8eba9bb79e517ae582f6668d",
+                "sha256:6998be619c695910cb0effe5eb15d3a511d3d1a5d217d4bd0bebad1151ec2262",
+                "sha256:6ef7ab1089e3ef53ca099038f3c0a94d03e3560e6aff0e9d6c64c55fb13fc681",
+                "sha256:769e141512b54dee14ec76ed354fcacfc7d97fea5a7646b709f7400cf1838630",
+                "sha256:79b23f47c6524d61f899254f5cd5e486e19868f1823298bc0c29d345c2447172",
+                "sha256:7be5754a159236e95bd196419485343e2b5875e806fe68919e087b6351f40a70",
+                "sha256:84412798925dc870ffd7107f045d7659e60f5d46d1c70c700375248bf6bf512d",
+                "sha256:86868dc07b9cc8cb7627372a2e6636cdc7a53b7e2854ad020c9e9d8a4d3fd0f5",
+                "sha256:8bb1d2de101f39743f91512a9750fb6c351c032e5cd3204b4487383e34da7f75",
+                "sha256:a5f82cd4938ff8761d9760af3274acf55afc3c91c649c50ab18fcff5510a14a5",
+                "sha256:aac4b57097ac29089f179bbc2a6e14102dd210618e94d77ee4831c65f82f17c0",
+                "sha256:bffbc48331b4a801d2f4b7dac8a72609f0b10e6e516e5c480a3e3241e091c878",
+                "sha256:c0d4b04bbf96c47b6d360cd06939e72def512b20a18a8547fa4af810258355d5",
+                "sha256:c54a2c0dd4957776ace7f95879d81582298c5daf89e77fb8bee7378f132951de",
+                "sha256:cbf28ae4b5af0f05aa6e7551cee304f1d317dbed1eb7ac1d827cee2f1ef97a99",
+                "sha256:d35f7a3a6cefec82bfdad2785e78359a0e6a5fbb3f605dd5623ce88082ccd681",
+                "sha256:d3c59549f90a891691991c17f8e58c8544060fdf3ccdea267100fa5f561ff62f",
+                "sha256:d7ae7a0576b06cb8e8a1c265a8bc4b73d05fdee6429bffc9a26a6eb531e79d72",
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+                "sha256:f23951a53d18398ef1344c186fb04b26163ca6ce449ebd23404b153fd111ded9",
+                "sha256:ff7d241f866b718e4584fa95f520cb19405220c501bd3a53ee11871ba5166ea2"
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+            "version": "==2.10.0"
         },
         "jsonpickle": {
             "hashes": [
@@ -188,76 +208,74 @@
             ],
             "version": "==3.1.1"
         },
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-            "hashes": [
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-            "version": "==2.3.2"
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+                "sha256:e840f552a509e3380b0f0ec977e8124d0dc34dc0e68289ca28f4d7c1d0d79474",
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+            "version": "==1.18.1"
+        },
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-            "version": "==19.0"
+            "version": "==20.1"
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+            "version": "==3.11.2"
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         "py-cpuinfo": {
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@@ -309,10 +327,10 @@
         },
         "pyparsing": {
             "hashes": [
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-                "sha256:9b6323ef4ab914af344ba97510e966d64ba91055d6b9afa6b30799340e89cc03"
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-            "version": "==2.4.0"
+            "version": "==2.4.6"
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         "sacred": {
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@@ -324,31 +342,36 @@
         },
         "scipy": {
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         "six": {
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@@ -359,37 +382,31 @@
         },
         "tensorboard": {
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-                "sha256:c41862c65628261229db22e33f9e570d845eeb5cea66dcbaebe404405edaa69b",
-                "sha256:d7341617aedd73c2c847755e87697e9c19eb625c73da26d6cd669220c5565119",
-                "sha256:de0425b58cb34006e4500565239b4c3a3055b95bff132f097fa46c87d8e463c9",
-                "sha256:f21fb65c8e874f40c654bc9b3ff3db3ec26f98f03fe64a541bc768f6f5c52ac2"
+                "sha256:05862fadc752da737e33f0110eafb7511149db043d4836edd68d3608b6c2f521",
+                "sha256:34551b8cc446342dac8fdcf79e775e0841aeea38e927b73e2ecf4b2d01277264",
+                "sha256:41932b9c080058ff204a1f8e3894c286c69255691c320330770dd8f6ee2cb3e2",
+                "sha256:613072266dd60986b79e517f9e4a5f5d7c8495faeb439808db9a493ec3bebf96",
+                "sha256:618a7cb1499b0c0d6398f342e9b8ac08497c3105c68942f344dc9bf67ae1f22d",
+                "sha256:6b4c94168eb32a111b8510b2d4b1c5b6760bcabd6d56633025e5b99753d62bdf",
+                "sha256:a82c2c498ebab190ec2a06aec8455d6f7c191dff5fdd5b5528b416f42b0291b9",
+                "sha256:b6c57269009a641a74b3456ef7483e69143ed9762af321b0560db5a72cdcb01f",
+                "sha256:ef20ebaf39383271cdd4599e7593d01ebf73be61a59f015e404a36e8d06f7b7e"
             ],
             "index": "pypi",
-            "version": "==1.13.1"
+            "version": "==1.15.2"
         },
         "tensorflow-estimator": {
             "hashes": [
-                "sha256:7cfdaa3e83e3532f31713713feb98be7ea9f3065722be4267e49b6c301271419"
+                "sha256:8853bfb7c3c96fbdc80b3d66c37a10af6ccbcd235dc87474764270c02a0f86b9"
             ],
-            "version": "==1.13.0"
+            "version": "==1.15.1"
         },
         "termcolor": {
             "hashes": [
@@ -399,18 +416,18 @@
         },
         "werkzeug": {
             "hashes": [
-                "sha256:865856ebb55c4dcd0630cdd8f3331a1847a819dda7e8c750d3db6f2aa6c0209c",
-                "sha256:a0b915f0815982fb2a09161cb8f31708052d0951c3ba433ccc5e1aa276507ca6"
+                "sha256:1e0dedc2acb1f46827daa2e399c1485c8fa17c0d8e70b6b875b4e7f54bf408d2",
+                "sha256:b353856d37dec59d6511359f97f6a4b2468442e454bd1c98298ddce53cac1f04"
             ],
-            "version": "==0.15.4"
+            "version": "==0.16.1"
         },
         "wheel": {
             "hashes": [
-                "sha256:5e79117472686ac0c4aef5bad5172ea73a1c2d1646b808c35926bd26bdfb0c08",
-                "sha256:62fcfa03d45b5b722539ccbc07b190e4bfff4bb9e3a4d470dd9f6a0981002565"
+                "sha256:48e082fac9a549bb30abcb71360db41e9e999f63bfc9933fdb7339ba7205330f",
+                "sha256:664b9c5033ee7cd5aa6b355bc8a4a5915eadb7612e7b0acab1aa71f005457107"
             ],
             "markers": "python_version >= '3'",
-            "version": "==0.33.4"
+            "version": "==0.34.1"
         },
         "wrapt": {
             "hashes": [
@@ -430,7 +447,9 @@
         "kiwisolver": {
             "hashes": [
                 "sha256:05b5b061e09f60f56244adc885c4a7867da25ca387376b02c1efc29cc16bcd0f",
+                "sha256:210d8c39d01758d76c2b9a693567e1657ec661229bc32eac30761fa79b2474b0",
                 "sha256:26f4fbd6f5e1dabff70a9ba0d2c4bd30761086454aa30dddc5b52764ee4852b7",
+                "sha256:3b15d56a9cd40c52d7ab763ff0bc700edbb4e1a298dc43715ecccd605002cf11",
                 "sha256:3b2378ad387f49cbb328205bda569b9f87288d6bc1bf4cd683c34523a2341efe",
                 "sha256:400599c0fe58d21522cae0e8b22318e09d9729451b17ee61ba8e1e7c0346565c",
                 "sha256:47b8cb81a7d18dbaf4fed6a61c3cecdb5adec7b4ac292bddb0d016d57e8507d5",
@@ -439,16 +458,22 @@
                 "sha256:5a52e1b006bfa5be04fe4debbcdd2688432a9af4b207a3f429c74ad625022641",
                 "sha256:5c7ca4e449ac9f99b3b9d4693debb1d6d237d1542dd6a56b3305fe8a9620f883",
                 "sha256:682e54f0ce8f45981878756d7203fd01e188cc6c8b2c5e2cf03675390b4534d5",
+                "sha256:76275ee077772c8dde04fb6c5bc24b91af1bb3e7f4816fd1852f1495a64dad93",
                 "sha256:79bfb2f0bd7cbf9ea256612c9523367e5ec51d7cd616ae20ca2c90f575d839a2",
                 "sha256:7f4dd50874177d2bb060d74769210f3bce1af87a8c7cf5b37d032ebf94f0aca3",
                 "sha256:8944a16020c07b682df861207b7e0efcd2f46c7488619cb55f65882279119389",
                 "sha256:8aa7009437640beb2768bfd06da049bad0df85f47ff18426261acecd1cf00897",
+                "sha256:9105ce82dcc32c73eb53a04c869b6a4bc756b43e4385f76ea7943e827f529e4d",
+                "sha256:933df612c453928f1c6faa9236161a1d999a26cd40abf1dc5d7ebbc6dbfb8fca",
                 "sha256:939f36f21a8c571686eb491acfffa9c7f1ac345087281b412d63ea39ca14ec4a",
+                "sha256:9491578147849b93e70d7c1d23cb1229458f71fc79c51d52dce0809b2ca44eea",
                 "sha256:9733b7f64bd9f807832d673355f79703f81f0b3e52bfce420fc00d8cb28c6a6c",
                 "sha256:a02f6c3e229d0b7220bd74600e9351e18bc0c361b05f29adae0d10599ae0e326",
                 "sha256:a0c0a9f06872330d0dd31b45607197caab3c22777600e88031bfe66799e70bb0",
+                "sha256:aa716b9122307c50686356cfb47bfbc66541868078d0c801341df31dca1232a9",
                 "sha256:acc4df99308111585121db217681f1ce0eecb48d3a828a2f9bbf9773f4937e9e",
                 "sha256:b64916959e4ae0ac78af7c3e8cef4becee0c0e9694ad477b4c6b3a536de6a544",
+                "sha256:d22702cadb86b6fcba0e6b907d9f84a312db9cd6934ee728144ce3018e715ee1",
                 "sha256:d3fcf0819dc3fea58be1fd1ca390851bdb719a549850e708ed858503ff25d995",
                 "sha256:d52e3b1868a4e8fd18b5cb15055c76820df514e26aa84cc02f593d99fef6707f",
                 "sha256:db1a5d3cc4ae943d674718d6c47d2d82488ddd94b93b9e12d24aabdbfe48caee",
@@ -456,7 +481,8 @@
                 "sha256:e8bf074363ce2babeb4764d94f8e65efd22e6a7c74860a4f05a6947afc020ff2",
                 "sha256:f16814a4a96dc04bf1da7d53ee8d5b1d6decfc1a92a63349bb15d37b6a263dd9",
                 "sha256:f2b22153870ca5cf2ab9c940d7bc38e8e9089fa0f7e5856ea195e1cf4ff43d5a",
-                "sha256:f790f8b3dff3d53453de6a7b7ddd173d2e020fb160baff578d578065b108a05f"
+                "sha256:f790f8b3dff3d53453de6a7b7ddd173d2e020fb160baff578d578065b108a05f",
+                "sha256:fe51b79da0062f8e9d49ed0182a626a7dc7a0cbca0328f612c6ee5e4711c81e4"
             ],
             "version": "==1.1.0"
         },
@@ -477,52 +503,50 @@
         },
         "numpy": {
             "hashes": [
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-                "sha256:dc2ca26a19ab32dc475dbad9dfe723d3a64c835f4c23f625c2b6566ca32b9f29",
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-                "sha256:f58ac38d5ca045a377b3b377c84df8175ab992c970a53332fa8ac2373df44ff7"
-            ],
-            "version": "==1.16.4"
+                "sha256:1786a08236f2c92ae0e70423c45e1e62788ed33028f94ca99c4df03f5be6b3c6",
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+                "sha256:b765ed3930b92812aa698a455847141869ef755a87e099fddd4ccf9d81fffb57",
+                "sha256:c98c5ffd7d41611407a1103ae11c8b634ad6a43606eca3e2a5a269e5d6e8eb07",
+                "sha256:cf7eb6b1025d3e169989416b1adcd676624c2dbed9e3bcb7137f51bfc8cc2572",
+                "sha256:d92350c22b150c1cae7ebb0ee8b5670cc84848f6359cf6b5d8f86617098a9b73",
+                "sha256:e422c3152921cece8b6a2fb6b0b4d73b6579bd20ae075e7d15143e711f3ca2ca",
+                "sha256:e840f552a509e3380b0f0ec977e8124d0dc34dc0e68289ca28f4d7c1d0d79474",
+                "sha256:f3d0a94ad151870978fb93538e95411c83899c9dc63e6fb65542f769568ecfa5"
+            ],
+            "version": "==1.18.1"
         },
         "pyparsing": {
             "hashes": [
-                "sha256:1873c03321fc118f4e9746baf201ff990ceb915f433f23b395f5580d1840cb2a",
-                "sha256:9b6323ef4ab914af344ba97510e966d64ba91055d6b9afa6b30799340e89cc03"
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+                "sha256:c342dccb5250c08d45fd6f8b4a559613ca603b57498511740e65cd11a2e7dcec"
             ],
-            "version": "==2.4.0"
+            "version": "==2.4.6"
         },
         "python-dateutil": {
             "hashes": [
-                "sha256:7e6584c74aeed623791615e26efd690f29817a27c73085b78e4bad02493df2fb",
-                "sha256:c89805f6f4d64db21ed966fda138f8a5ed7a4fdbc1a8ee329ce1b74e3c74da9e"
+                "sha256:73ebfe9dbf22e832286dafa60473e4cd239f8592f699aa5adaf10050e6e1823c",
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             ],
-            "version": "==2.8.0"
+            "version": "==2.8.1"
         },
         "six": {
             "hashes": [
-                "sha256:3350809f0555b11f552448330d0b52d5f24c91a322ea4a15ef22629740f3761c",
-                "sha256:d16a0141ec1a18405cd4ce8b4613101da75da0e9a7aec5bdd4fa804d0e0eba73"
+                "sha256:236bdbdce46e6e6a3d61a337c0f8b763ca1e8717c03b369e87a7ec7ce1319c0a",
+                "sha256:8f3cd2e254d8f793e7f3d6d9df77b92252b52637291d0f0da013c76ea2724b6c"
             ],
-            "version": "==1.12.0"
+            "version": "==1.14.0"
         }
     }
 }