From 3da368247ab41c0c993df7c337ac1171b0c750ba Mon Sep 17 00:00:00 2001
From: George Hotz <george@comma.ai>
Date: Wed, 9 Dec 2020 11:07:10 -0800
Subject: [PATCH] add two dev packages for training

---
 Pipfile      |   2 +
 Pipfile.lock | 959 ++++++++++++++++++++++++++++-----------------------
 2 files changed, 539 insertions(+), 422 deletions(-)

diff --git a/Pipfile b/Pipfile
index 17b777294..c0542b7d9 100644
--- a/Pipfile
+++ b/Pipfile
@@ -76,6 +76,8 @@ parameterized = "*"
 torch = "*"
 torchsummary = "*"
 blosc = "==1.9.2"
+albumentations = "*"
+segmentation-models-pytorch = "*"
 
 [packages]
 atomicwrites = "*"
diff --git a/Pipfile.lock b/Pipfile.lock
index f5c73c262..1497282a8 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "6d093d8db599e6d9b0a9b9bdf47f9f3b45c041e36af38867713f34ac73cf97e2"
+            "sha256": "89bc96503dd787b015bc309c947a612efae08c50c832d2be921f3b2624f7f753"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -34,52 +34,52 @@
         },
         "certifi": {
             "hashes": [
-                "sha256:1f422849db327d534e3d0c5f02a263458c3955ec0aae4ff09b95f195c59f4edd",
-                "sha256:f05def092c44fbf25834a51509ef6e631dc19765ab8a57b4e7ab85531f0a9cf4"
+                "sha256:1a4995114262bffbc2413b159f2a1a480c969de6e6eb13ee966d470af86af59c",
+                "sha256:719a74fb9e33b9bd44cc7f3a8d94bc35e4049deebe19ba7d8e108280cfd59830"
             ],
-            "version": "==2020.11.8"
+            "version": "==2020.12.5"
         },
         "cffi": {
             "hashes": [
-                "sha256:005f2bfe11b6745d726dbb07ace4d53f057de66e336ff92d61b8c7e9c8f4777d",
-                "sha256:09e96138280241bd355cd585148dec04dbbedb4f46128f340d696eaafc82dd7b",
-                "sha256:0b1ad452cc824665ddc682400b62c9e4f5b64736a2ba99110712fdee5f2505c4",
-                "sha256:0ef488305fdce2580c8b2708f22d7785ae222d9825d3094ab073e22e93dfe51f",
-                "sha256:15f351bed09897fbda218e4db5a3d5c06328862f6198d4fb385f3e14e19decb3",
-                "sha256:22399ff4870fb4c7ef19fff6eeb20a8bbf15571913c181c78cb361024d574579",
-                "sha256:23e5d2040367322824605bc29ae8ee9175200b92cb5483ac7d466927a9b3d537",
-                "sha256:2791f68edc5749024b4722500e86303a10d342527e1e3bcac47f35fbd25b764e",
-                "sha256:2f9674623ca39c9ebe38afa3da402e9326c245f0f5ceff0623dccdac15023e05",
-                "sha256:3363e77a6176afb8823b6e06db78c46dbc4c7813b00a41300a4873b6ba63b171",
-                "sha256:33c6cdc071ba5cd6d96769c8969a0531be2d08c2628a0143a10a7dcffa9719ca",
-                "sha256:3b8eaf915ddc0709779889c472e553f0d3e8b7bdf62dab764c8921b09bf94522",
-                "sha256:3cb3e1b9ec43256c4e0f8d2837267a70b0e1ca8c4f456685508ae6106b1f504c",
-                "sha256:3eeeb0405fd145e714f7633a5173318bd88d8bbfc3dd0a5751f8c4f70ae629bc",
-                "sha256:44f60519595eaca110f248e5017363d751b12782a6f2bd6a7041cba275215f5d",
-                "sha256:4d7c26bfc1ea9f92084a1d75e11999e97b62d63128bcc90c3624d07813c52808",
-                "sha256:529c4ed2e10437c205f38f3691a68be66c39197d01062618c55f74294a4a4828",
-                "sha256:6642f15ad963b5092d65aed022d033c77763515fdc07095208f15d3563003869",
-                "sha256:85ba797e1de5b48aa5a8427b6ba62cf69607c18c5d4eb747604b7302f1ec382d",
-                "sha256:8f0f1e499e4000c4c347a124fa6a27d37608ced4fe9f7d45070563b7c4c370c9",
-                "sha256:a624fae282e81ad2e4871bdb767e2c914d0539708c0f078b5b355258293c98b0",
-                "sha256:b0358e6fefc74a16f745afa366acc89f979040e0cbc4eec55ab26ad1f6a9bfbc",
-                "sha256:bbd2f4dfee1079f76943767fce837ade3087b578aeb9f69aec7857d5bf25db15",
-                "sha256:bf39a9e19ce7298f1bd6a9758fa99707e9e5b1ebe5e90f2c3913a47bc548747c",
-                "sha256:c11579638288e53fc94ad60022ff1b67865363e730ee41ad5e6f0a17188b327a",
-                "sha256:c150eaa3dadbb2b5339675b88d4573c1be3cb6f2c33a6c83387e10cc0bf05bd3",
-                "sha256:c53af463f4a40de78c58b8b2710ade243c81cbca641e34debf3396a9640d6ec1",
-                "sha256:cb763ceceae04803adcc4e2d80d611ef201c73da32d8f2722e9d0ab0c7f10768",
-                "sha256:cc75f58cdaf043fe6a7a6c04b3b5a0e694c6a9e24050967747251fb80d7bce0d",
-                "sha256:d80998ed59176e8cba74028762fbd9b9153b9afc71ea118e63bbf5d4d0f9552b",
-                "sha256:de31b5164d44ef4943db155b3e8e17929707cac1e5bd2f363e67a56e3af4af6e",
-                "sha256:e66399cf0fc07de4dce4f588fc25bfe84a6d1285cc544e67987d22663393926d",
-                "sha256:f0620511387790860b249b9241c2f13c3a80e21a73e0b861a2df24e9d6f56730",
-                "sha256:f4eae045e6ab2bb54ca279733fe4eb85f1effda392666308250714e01907f394",
-                "sha256:f92cdecb618e5fa4658aeb97d5eb3d2f47aa94ac6477c6daf0f306c5a3b9e6b1",
-                "sha256:f92f789e4f9241cd262ad7a555ca2c648a98178a953af117ef7fad46aa1d5591"
+                "sha256:00a1ba5e2e95684448de9b89888ccd02c98d512064b4cb987d48f4b40aa0421e",
+                "sha256:00e28066507bfc3fe865a31f325c8391a1ac2916219340f87dfad602c3e48e5d",
+                "sha256:045d792900a75e8b1e1b0ab6787dd733a8190ffcf80e8c8ceb2fb10a29ff238a",
+                "sha256:0638c3ae1a0edfb77c6765d487fee624d2b1ee1bdfeffc1f0b58c64d149e7eec",
+                "sha256:105abaf8a6075dc96c1fe5ae7aae073f4696f2905fde6aeada4c9d2926752362",
+                "sha256:155136b51fd733fa94e1c2ea5211dcd4c8879869008fc811648f16541bf99668",
+                "sha256:1a465cbe98a7fd391d47dce4b8f7e5b921e6cd805ef421d04f5f66ba8f06086c",
+                "sha256:1d2c4994f515e5b485fd6d3a73d05526aa0fcf248eb135996b088d25dfa1865b",
+                "sha256:2c24d61263f511551f740d1a065eb0212db1dbbbbd241db758f5244281590c06",
+                "sha256:51a8b381b16ddd370178a65360ebe15fbc1c71cf6f584613a7ea08bfad946698",
+                "sha256:594234691ac0e9b770aee9fcdb8fa02c22e43e5c619456efd0d6c2bf276f3eb2",
+                "sha256:5cf4be6c304ad0b6602f5c4e90e2f59b47653ac1ed9c662ed379fe48a8f26b0c",
+                "sha256:64081b3f8f6f3c3de6191ec89d7dc6c86a8a43911f7ecb422c60e90c70be41c7",
+                "sha256:6bc25fc545a6b3d57b5f8618e59fc13d3a3a68431e8ca5fd4c13241cd70d0009",
+                "sha256:798caa2a2384b1cbe8a2a139d80734c9db54f9cc155c99d7cc92441a23871c03",
+                "sha256:7c6b1dece89874d9541fc974917b631406233ea0440d0bdfbb8e03bf39a49b3b",
+                "sha256:840793c68105fe031f34d6a086eaea153a0cd5c491cde82a74b420edd0a2b909",
+                "sha256:8d6603078baf4e11edc4168a514c5ce5b3ba6e3e9c374298cb88437957960a53",
+                "sha256:9cc46bc107224ff5b6d04369e7c595acb700c3613ad7bcf2e2012f62ece80c35",
+                "sha256:9f7a31251289b2ab6d4012f6e83e58bc3b96bd151f5b5262467f4bb6b34a7c26",
+                "sha256:9ffb888f19d54a4d4dfd4b3f29bc2c16aa4972f1c2ab9c4ab09b8ab8685b9c2b",
+                "sha256:a5ed8c05548b54b998b9498753fb9cadbfd92ee88e884641377d8a8b291bcc01",
+                "sha256:a7711edca4dcef1a75257b50a2fbfe92a65187c47dab5a0f1b9b332c5919a3fb",
+                "sha256:af5c59122a011049aad5dd87424b8e65a80e4a6477419c0c1015f73fb5ea0293",
+                "sha256:b18e0a9ef57d2b41f5c68beefa32317d286c3d6ac0484efd10d6e07491bb95dd",
+                "sha256:b4e248d1087abf9f4c10f3c398896c87ce82a9856494a7155823eb45a892395d",
+                "sha256:ba4e9e0ae13fc41c6b23299545e5ef73055213e466bd107953e4a013a5ddd7e3",
+                "sha256:c6332685306b6417a91b1ff9fae889b3ba65c2292d64bd9245c093b1b284809d",
+                "sha256:d5ff0621c88ce83a28a10d2ce719b2ee85635e85c515f12bac99a95306da4b2e",
+                "sha256:d9efd8b7a3ef378dd61a1e77367f1924375befc2eba06168b6ebfa903a5e59ca",
+                "sha256:df5169c4396adc04f9b0a05f13c074df878b6052430e03f50e68adf3a57aa28d",
+                "sha256:ebb253464a5d0482b191274f1c8bf00e33f7e0b9c66405fbffc61ed2c839c775",
+                "sha256:ec80dc47f54e6e9a78181ce05feb71a0353854cc26999db963695f950b5fb375",
+                "sha256:f032b34669220030f905152045dfa27741ce1a6db3324a5bc0b96b6c7420c87b",
+                "sha256:f60567825f791c6f8a592f3c6e3bd93dd2934e3f9dac189308426bd76b00ef3b",
+                "sha256:f803eaa94c2fcda012c047e62bc7a51b0bdabda1cad7a92a522694ea2d76e49f"
             ],
             "index": "pypi",
-            "version": "==1.14.3"
+            "version": "==1.14.4"
         },
         "chardet": {
             "hashes": [
@@ -108,31 +108,23 @@
         },
         "cryptography": {
             "hashes": [
-                "sha256:07ca431b788249af92764e3be9a488aa1d39a0bc3be313d826bbec690417e538",
-                "sha256:13b88a0bd044b4eae1ef40e265d006e34dbcde0c2f1e15eb9896501b2d8f6c6f",
-                "sha256:32434673d8505b42c0de4de86da8c1620651abd24afe91ae0335597683ed1b77",
-                "sha256:3cd75a683b15576cfc822c7c5742b3276e50b21a06672dc3a800a2d5da4ecd1b",
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-                "sha256:55d0b896631412b6f0c7de56e12eb3e261ac347fbaa5d5e705291a9016e5f8cb",
-                "sha256:5849d59358547bf789ee7e0d7a9036b2d29e9a4ddf1ce5e06bb45634f995c53e",
-                "sha256:6dc59630ecce8c1f558277ceb212c751d6730bd12c80ea96b4ac65637c4f55e7",
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-                "sha256:d25cecbac20713a7c3bc544372d42d8eafa89799f492a43b79e1dfd650484851",
-                "sha256:d26a2557d8f9122f9bf445fc7034242f4375bd4e95ecda007667540270965b13",
-                "sha256:d3545829ab42a66b84a9aaabf216a4dce7f16dbc76eb69be5c302ed6b8f4a29b",
-                "sha256:d3d5e10be0cf2a12214ddee45c6bd203dab435e3d83b4560c03066eda600bfe3",
-                "sha256:efe15aca4f64f3a7ea0c09c87826490e50ed166ce67368a68f315ea0807a20df"
+                "sha256:1366e6fff96bb1d320e3ef3c531b0428cb780c517b6059ffe8820e2a30bf5858",
+                "sha256:2c28e69e8c2620869425420e466b224d351d5dc242d3e3293062cffa7fcdd276",
+                "sha256:402273e7f78e01f5c42452acef56bd52fa73fa0f312e4160db7ad29bbc90335d",
+                "sha256:41892759f13c7dfc329573cabd3a513f1e7b5d309ca55c931ffefc3b2f304899",
+                "sha256:4935d0603b118dc036c477917e5e8a020f7309bc11c363a4d572407dcbd53c80",
+                "sha256:55574bd84ff551fd6f7617e5eeda0b2d129f84788340ab57904f0c7f13f8f149",
+                "sha256:651eff09297e4518287f711b4e28523567cbde7beaa794d06d0b35ac9adc1172",
+                "sha256:66f41aa7642f97d35976750a2c0a6d5915733ba6c9ca7a0f327e56f037c1236e",
+                "sha256:9518da854136181407d946b971dd27a0e941d5d07f87f87a44c598b3da7a77d2",
+                "sha256:ad8dc319f876273b474a59797344d5986beaaaf18f7cc0ab9255155da057d979",
+                "sha256:d9f1e520f2ee08c5a88e1ae0b31159bdb13da40a486bea3e9f7d338564850ea6",
+                "sha256:ee0084f6d62f083316b08111b122dc4fbe16e534059b92b5ddc3d73dc52dd39c",
+                "sha256:f43d6e72e3cdf983b5e5e65938c0519ce4eeb42b6af766f714b1414ae7b9f8ef",
+                "sha256:f95ca692fafea80f1815bbfecf57c6833c0b21432d17026a077341debee76e79"
             ],
             "index": "pypi",
-            "version": "==3.2.1"
+            "version": "==3.3"
         },
         "cysignals": {
             "hashes": [
@@ -282,10 +274,16 @@
         },
         "libusb1": {
             "hashes": [
-                "sha256:240f65ac70ba3fab77749ec84a412e4e89624804cb80d6c9d394eef5af8878d6"
+                "sha256:16203d77a1f623b6f8f4e6c9d6bac79c1293b8d3e11de5f2f3c30d91380ae478",
+                "sha256:3905e907156f0a3fade75ddf82a777a6a901b245aa14500429275d221a1606c2",
+                "sha256:3a53d94add2799eaa1b412e7a5e384486c9109745217b9ac7f94101ad0f41b96",
+                "sha256:46708965226154681f8e0b14c48325c6d02e253c218e5d3aeff846ec274ceda8",
+                "sha256:4a024fffe195c49f3e7eadd2266087b4be065982f0cb41ef4b7e2c5053e7e65c",
+                "sha256:b12666e8ad4df78e8f1bae36298c7d6f8f45d70ceea058b88631ef8478fd1eb0",
+                "sha256:d03ef15248c8b8ce440f6be4248eaadc074fc2dc5edd36c48e6e78eef3999292"
             ],
             "index": "pypi",
-            "version": "==1.8"
+            "version": "==1.9.1"
         },
         "logentries": {
             "git": "https://github.com/commaai/le_python.git",
@@ -612,11 +610,11 @@
         },
         "pyserial": {
             "hashes": [
-                "sha256:6e2d401fdee0eab996cf734e67773a0143b932772ca8b42451440cfed942c627",
-                "sha256:e0770fadba80c31013896c7e6ef703f72e7834965954a78e71a3049488d4d7d8"
+                "sha256:3c77e014170dfffbd816e6ffc205e9842efb10be9f58ec16d3e8675b4925cddb",
+                "sha256:c4451db6ba391ca6ca299fb3ec7bae67a5c55dde170964c7a14ceefec02f2cf0"
             ],
             "index": "pypi",
-            "version": "==3.4"
+            "version": "==3.5"
         },
         "python-dateutil": {
             "hashes": [
@@ -631,11 +629,13 @@
                 "sha256:06a0d7ba600ce0b2d2fe2e78453a470b5a6e000a985dd4a4e54e436cc36b0e97",
                 "sha256:240097ff019d7c70a4922b6869d8a86407758333f02203e0fc6ff79c5dcede76",
                 "sha256:4f4b913ca1a7319b33cfb1369e91e50354d6f07a135f3b901aca02aa95940bd2",
+                "sha256:6034f55dab5fea9e53f436aa68fa3ace2634918e8b5994d82f3621c04ff5ed2e",
                 "sha256:69f00dca373f240f842b2931fb2c7e14ddbacd1397d57157a9b005a6a9942648",
                 "sha256:73f099454b799e05e5ab51423c7bcf361c58d3206fa7b0d555426b1f4d9a3eaf",
                 "sha256:74809a57b329d6cc0fdccee6318f44b9b8649961fa73144a98735b0aaf029f1f",
                 "sha256:7739fc0fa8205b3ee8808aea45e968bc90082c10aef6ea95e855e10abf4a37b2",
                 "sha256:95f71d2af0ff4227885f7a6605c37fd53d3a106fcab511b8860ecca9fcf400ee",
+                "sha256:ad9c67312c84def58f3c04504727ca879cb0013b2517c85a9a253f0cb6380c0a",
                 "sha256:b8eac752c5e14d3eca0e6dd9199cd627518cb5ec06add0de9d32baeee6fe645d",
                 "sha256:cc8955cfbfc7a115fa81d85284ee61147059a753344bc51098f3ccd69b0d7e0c",
                 "sha256:d13155f591e6fcc1ec3b30685d50bf0711574e2c0dfffd7644babf8b5102ca1a"
@@ -655,6 +655,7 @@
                 "sha256:46250789730489009fe139cbf576679557c070a6a3628077d09a4153d52fd381",
                 "sha256:4d9259a5eb3f71abbaf61f165cacf42240bfeea3783bebd8255341abdfe206f1",
                 "sha256:523d542823cabb94065178090e05347bd204365f6e7cb260f0071c995d392fc2",
+                "sha256:53706f4a792cdae422121fb6a5e65119bad02373153364fc9d004cf6a90394de",
                 "sha256:5efe02bdcc5eafcac0aab531292294298f0ab8d28ed43be9e507d0e09173d1a4",
                 "sha256:63ee08e35be72fdd7568065a249a5b5cf51a2e8ab6ee63cf9f73786fcb9e710b",
                 "sha256:6e24907857c80dc67692e31f5bf3ad5bf483ee0142cec95b3d47e2db8c43bdda",
@@ -670,6 +671,7 @@
                 "sha256:cfa54a162a7b32641665e99b2c12084555afe9fc8fe80ec8b2f71a57320d10e1",
                 "sha256:d81184489369ec325bd50ba1c935361e63f31f578430b9ad95471899361a8253",
                 "sha256:d92c7f41a53ece82b91703ea433c7d34143248cf0cead33aa11c5fc621c764bf",
+                "sha256:dc2f48b575dff6edefd572f1ac84cf0c3f18ad5fcf13384de32df740a010594a",
                 "sha256:f0beef935efe78a63c785bb21ed56c1c24448511383e3994927c8bb2caf5e714",
                 "sha256:f110a4d3f8f01209eec304ed542f6c8054cce9b0f16dfe3d571e57c290e4e133"
             ],
@@ -702,11 +704,18 @@
         },
         "setproctitle": {
             "hashes": [
-                "sha256:6283b7a58477dd8478fbb9e76defb37968ee4ba47b05ec1c053cb39638bd7398",
-                "sha256:6a035eddac62898786aed2c2eee7334c28cfc8106e8eb29fdd117cac56c6cdf0"
+                "sha256:21d434a918eb44af5e3cef40fd67d55162344e4cf1048dbcb0bb10ae1e4f0437",
+                "sha256:34b24fefc6612099cb41102e9d2b92859bc997a0553b7605fe51fb21a5b5c4d6",
+                "sha256:5ec8edbf3170d95fd21424b2c6f537dfd1311bb027ab2a94f48b7c0ce2052a6a",
+                "sha256:5f0eecb27815e31799a69eb6a06b4d375d38887d079d410565b0be82da65c950",
+                "sha256:8e91d0d6741b3d55c2b890b0706b4a57ab22aac067d9b5ffd620dc8be3a78628",
+                "sha256:9b79419d6e964643431e37da033c1f53c5399f2521dbd68d417ee023630a8ec8",
+                "sha256:9c7bf0dc84739d321921f122ba50f3a88e1de3886de85b331cd555e8aa5b3bd9",
+                "sha256:9f16239e7d927b39b62a29a07eb11a991ddc7d9aebe3d758b8288106ff48d493",
+                "sha256:ab42aa209d21a056f886ab053788ca5599fe97c3aa0e5db93d3779771bfc6500"
             ],
             "index": "pypi",
-            "version": "==1.1.10"
+            "version": "==1.2.1"
         },
         "six": {
             "hashes": [
@@ -718,18 +727,19 @@
         },
         "smbus2": {
             "hashes": [
-                "sha256:210e66eebe4d0b1fe836b3ec2751841942e1c4918c0b429b20a0e20a222228b4"
+                "sha256:1b5c690715e1efab39e41038147dfba75afc72a10f76b3f0310d783e9f8a83a6",
+                "sha256:39a8d5f84b3b07ced0dd411f8c3d62c6aed93a2f06b270309dd41e82973e2f55"
             ],
             "index": "pypi",
-            "version": "==0.3.0"
+            "version": "==0.4.0"
         },
         "sympy": {
             "hashes": [
-                "sha256:0f6c5724a999eca02f4b453260b0c7151d6fa076313f441274db98bbf97ba8cd",
-                "sha256:1cfadcc80506e4b793f5b088558ca1fcbeaec24cd6fc86f1fdccaa3ee1d48708"
+                "sha256:09aa4b3075e505108cb84785ba358e58a53d9596c8c71f07b613958b9150c481",
+                "sha256:9104004669cda847f38cfd8cd16dd174952c537349dbae740fea5331d2b3a51b"
             ],
             "index": "pypi",
-            "version": "==1.6.2"
+            "version": "==1.7"
         },
         "toml": {
             "hashes": [
@@ -741,11 +751,11 @@
         },
         "tqdm": {
             "hashes": [
-                "sha256:9ad44aaf0fc3697c06f6e05c7cf025dd66bc7bcb7613c66d85f4464c47ac8fad",
-                "sha256:ef54779f1c09f346b2b5a8e5c61f96fbcb639929e640e59f8cf810794f406432"
+                "sha256:38b658a3e4ecf9b4f6f8ff75ca16221ae3378b2e175d846b6b33ea3a20852cf5",
+                "sha256:d4f413aecb61c9779888c64ddf0c62910ad56dcbe857d8922bb505d4dbff0df1"
             ],
             "index": "pypi",
-            "version": "==4.51.0"
+            "version": "==4.54.1"
         },
         "typing-extensions": {
             "hashes": [
@@ -765,10 +775,10 @@
         },
         "utm": {
             "hashes": [
-                "sha256:a3c169ceabec910b4eb98a544b686cc4a25eb555407dfb9cb5f685123d5fa07f"
+                "sha256:3c9a3650e98bb6eecec535418d0dfd4db8f88c8ceaca112a0ff0787e116566e2"
             ],
             "index": "pypi",
-            "version": "==0.6.0"
+            "version": "==0.7.0"
         },
         "websocket-client": {
             "hashes": [
@@ -810,51 +820,63 @@
         },
         "aenum": {
             "hashes": [
-                "sha256:81828d1fbe20b6b188d75b21a0fa936d7d929d839ef843ef385d9c2a97082864",
-                "sha256:85adabd63183d283250bf7acd9fa23c7e45b1c8d1efbb84b233160f3c438dc18",
-                "sha256:bcb4fd350d36af336b6b5898e5d89f76344621d9c1b2de69c81acf1d3e6b1145"
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+                "sha256:aaebe735508d9cbc72cd6adfb59660a5e676dfbeb6fb24fb090041e7ddb8d3b3",
+                "sha256:f9d20f7302ce3dc3639b3f75c3b3e146f3b22409a6b4513c1f0bd6dbdfcbd8c1"
             ],
             "index": "pypi",
-            "version": "==2.2.4"
+            "version": "==2.2.6"
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         "aiohttp": {
             "hashes": [
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+                "sha256:c68fdf21c6f3573ae19c7ee65f9ff185649a060c9a06535e9c3a0ee0bbac9235",
+                "sha256:c733ef3bdcfe52a1a75564389bad4064352274036e7e234730526d155f04d914",
+                "sha256:c9c58b0b84055d8bc27b7df5a9d141df4ee6ff59821f922dd73155861282f6a3",
+                "sha256:d03abec50df423b026a5aa09656bd9d37f1e6a49271f123f31f9b8aed5dc3ea3",
+                "sha256:d2cfac21e31e841d60dc28c0ec7d4ec47a35c608cb8906435d47ef83ffb22150",
+                "sha256:dcc119db14757b0c7bce64042158307b9b1c76471e655751a61b57f5a0e4d78e",
+                "sha256:df3a7b258cc230a65245167a202dd07320a5af05f3d41da1488ba0fa05bc9347",
+                "sha256:df48a623c58180874d7407b4d9ec06a19b84ed47f60a3884345b1a5099c1818b",
+                "sha256:e1b95972a0ae3f248a899cdbac92ba2e01d731225f566569311043ce2226f5e7",
+                "sha256:f326b3c1bbfda5b9308252ee0dcb30b612ee92b0e105d4abec70335fab5b1245",
+                "sha256:f411cb22115cb15452d099fec0ee636b06cf81bfb40ed9c02d30c8dc2bc2e3d1"
             ],
             "index": "pypi",
-            "version": "==3.7.2"
+            "version": "==3.7.3"
+        },
+        "albumentations": {
+            "hashes": [
+                "sha256:a0aabed8b852fa163d146b24dc8c5e38b936034f1593496c7fd3f853524c1192",
+                "sha256:d7e9b6782aa252477d1d796891c0b01aae90c31b122fcf173d4ced4a574454c6"
+            ],
+            "index": "pypi",
+            "version": "==0.5.2"
         },
         "appdirs": {
             "hashes": [
@@ -872,10 +894,10 @@
         },
         "argcomplete": {
             "hashes": [
-                "sha256:5cd1ac4fc49c29d6016fc2cc4b19a3c08c3624544503495bf25989834c443898",
-                "sha256:849c2444c35bb2175aea74100ca5f644c29bf716429399c0f2203bb5d9a8e4e6"
+                "sha256:17f01a9b9b9ece3e6b07058eae737ad6e10de8b4e149105f84614783913aba71",
+                "sha256:de0e1282330940d52ea92a80fea2e4b9e0da1932aaa570f84d268939d1897b04"
             ],
-            "version": "==1.12.1"
+            "version": "==1.12.2"
         },
         "argon2-cffi": {
             "hashes": [
@@ -941,11 +963,11 @@
         },
         "azure-cli-core": {
             "hashes": [
-                "sha256:e9c977ddf17867f1074ee33bde49179b787914123e1ddd7b73e3dc56390750ee",
-                "sha256:fe259a3ef8c842180e09d288182596a1da7dd01cb07d5ec1a3b4d5e618fd7db7"
+                "sha256:6b54bf0bdab27ad8646c89ee2c2f0529fbbe00ea755eaa94e77e4aedd7fdf3e3",
+                "sha256:e32f2ced8902ee4878b18e68c65aecefc8e006fcafc12b2c0d3ca88e0029e0d6"
             ],
             "index": "pypi",
-            "version": "==2.14.2"
+            "version": "==2.16.0"
         },
         "azure-cli-telemetry": {
             "hashes": [
@@ -972,17 +994,10 @@
         },
         "azure-mgmt-core": {
             "hashes": [
-                "sha256:6966226111e92dff26d984aa1c76f227ce0e8b2069c45c72cfb67f160c452444",
-                "sha256:8fe3b59446438f27e34f7b24ea692a982034d9e734617ca1320eedeee1939998"
+                "sha256:a3906fa77edfedfcc3229dc3b69489d5ed63b107c7eacbc50092e6cbfbfd83f0",
+                "sha256:bd4503a2d81b86780f15936af2e4244c1345062f4c2422f0b377b56cb80d7796"
             ],
-            "version": "==1.2.0"
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-        "azure-mgmt-resource": {
-            "hashes": [
-                "sha256:ddfe4c0c55f0e3fd1f66dd82c1d4a3d872ce124639b9a77fcd172daf464438a5",
-                "sha256:e7e72209e7b7f0e1fc5ff43caab1e95d8893f286300338bbfe9a884cb9342c17"
-            ],
-            "version": "==10.2.0"
+            "version": "==1.2.1"
         },
         "azure-nspkg": {
             "hashes": [
@@ -1069,18 +1084,18 @@
         },
         "boto3": {
             "hashes": [
-                "sha256:51c419d890ae216b9b031be31f3182739dc3deb5b64351f286bffca2818ddb35",
-                "sha256:d70d21ea137d786e84124639a62be42f92f4b09472ebfb761156057c92dc5366"
+                "sha256:21a482c23cedf06eab040a5ca770d7b9e9d00c5bcd1dd3ef22c1fdce4371de27",
+                "sha256:2f4b4e3a78efd3979a26f2c4c9e3e7ce359c3244450f8eb9628138e4f0d523b3"
             ],
             "index": "pypi",
-            "version": "==1.16.18"
+            "version": "==1.16.32"
         },
         "botocore": {
             "hashes": [
-                "sha256:288d43e85f12e3c1d6a0535a585a182ca04e8c6e742ebaaf15357a0e3b37ca7a",
-                "sha256:bba18b5c4eef3eb2dc39b1b1f8959ba01ac27e7e12e413e281b0fb242990c0f5"
+                "sha256:6631e4bb9f2fc1bede6e6ee538255e0af944d4f71e1530c2e39d03b64baa0bf1",
+                "sha256:74c7351b99d8f4bf9d8d9c66da8766c861254865d4c049e7107c39ac6b65e4bf"
             ],
-            "version": "==1.19.18"
+            "version": "==1.19.32"
         },
         "cachetools": {
             "hashes": [
@@ -1092,52 +1107,52 @@
         },
         "certifi": {
             "hashes": [
-                "sha256:1f422849db327d534e3d0c5f02a263458c3955ec0aae4ff09b95f195c59f4edd",
-                "sha256:f05def092c44fbf25834a51509ef6e631dc19765ab8a57b4e7ab85531f0a9cf4"
+                "sha256:1a4995114262bffbc2413b159f2a1a480c969de6e6eb13ee966d470af86af59c",
+                "sha256:719a74fb9e33b9bd44cc7f3a8d94bc35e4049deebe19ba7d8e108280cfd59830"
             ],
-            "version": "==2020.11.8"
+            "version": "==2020.12.5"
         },
         "cffi": {
             "hashes": [
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-            "version": "==1.14.3"
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@@ -1219,31 +1234,23 @@
         },
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@@ -1297,13 +1304,20 @@
             ],
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@@ -1367,11 +1381,11 @@
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@@ -1538,11 +1552,11 @@
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@@ -1560,6 +1574,13 @@
             "index": "pypi",
             "version": "==2.9.0"
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@@ -1686,11 +1707,11 @@
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@@ -1902,10 +1923,10 @@
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@@ -1944,46 +1965,53 @@
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@@ -2142,6 +2170,33 @@
             "index": "pypi",
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@@ -2182,41 +2237,41 @@
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+                "sha256:ce53c00be204ec4428d3c1f3c478ae89d388efec575544c27f57b61e9fa4a7f2",
+                "sha256:ce9964c117cbe5cf6269f30a2b334d28675956e988b7dbd0b4f7370924afda2e",
+                "sha256:d6f82e86896a8db70e8ae8fa4b7556a0f188f1d8a6c53b2ba229889d55a59308",
+                "sha256:d9d3ae537f61011191b2fd6f8527b9f9f8a848b37d4c85a0f7bb28004c42b546",
+                "sha256:e565d1e4388765c135052717f15f9e0314f9d172062444c6b3fc0002e93ed04b",
+                "sha256:ed98683d8f01f1c46ef2d02469e04e9a8fe9a73a9741a4e6e66677a73b59bec8",
+                "sha256:ef18aa15b1aa18c42933deed5233b3284186e9ed85c25d2704ceff5099a3964c",
+                "sha256:fa741e9c805567239f845c7e9a016aff797f9bb02ff9bc8ccd2fbd9eafefedd4",
+                "sha256:fc4946acb6cdada08f60aca103b61334995523da65be5fe816ea8571c9967d46",
+                "sha256:fcc66d17a3363b7bd6d2655de8706e25a3cd1be2bd1b8e8d8a5c504a6ef893ae"
             ],
             "index": "pypi",
-            "version": "==3.11.0"
+            "version": "==3.11.2"
         },
         "pymysql": {
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@@ -2597,10 +2668,11 @@
         },
         "pyopenssl": {
             "hashes": [
-                "sha256:621880965a720b8ece2f1b2f54ea2071966ab00e2970ad2ce11d596102063504",
-                "sha256:9a24494b2602aaf402be5c9e30a0b82d4a5c67528fe8fb475e3f3bc00dd69507"
+                "sha256:898aefbde331ba718570244c3b01dcddb1b31a3b336613436a45e52e27d9a82d",
+                "sha256:92f08eccbd73701cf744e8ffd6989aa7842d48cbe3fea8a7c031c5647f590ac5"
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-            "version": "==19.1.0"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==20.0.0"
         },
         "pyparsing": {
             "hashes": [
@@ -2662,10 +2734,10 @@
         },
         "python-engineio": {
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-                "sha256:36b33c6aa702d9b6a7f527eec6387a2da1a9a24484ec2f086d76576413cef04b",
-                "sha256:cfded18156862f94544a9f8ef37f56727df731c8552d7023f5afee8369be2db6"
+                "sha256:5a9e6086d192463b04a1428ff1f85b6ba631bbb19d453b144ffc04f530542b84",
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-            "version": "==3.13.2"
+            "version": "==3.14.2"
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         "python-logstash": {
             "hashes": [
@@ -2676,18 +2748,18 @@
         },
         "python-logstash-async": {
             "hashes": [
-                "sha256:6b3f7bdeed8bd2e177336741cbe256ec7bcd574127374263aa18bcee8c0780cf",
-                "sha256:fc9b970793d46ab15242d63c1e6ea1ff7b1a0d599f3854c8f27ed6d147833e6f"
+                "sha256:62771e4702be561b5809e62ab05a6be49529249046ea26a2797fd071d940ec32",
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-            "version": "==2.1.1"
+            "version": "==2.2.0"
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         "python-socketio": {
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-                "sha256:d437f797c44b6efba2f201867cf02b8c96b97dff26d4e4281ac08b45817cd522"
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-            "version": "==4.6.0"
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@@ -2737,11 +2809,13 @@
                 "sha256:06a0d7ba600ce0b2d2fe2e78453a470b5a6e000a985dd4a4e54e436cc36b0e97",
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                 "sha256:4f4b913ca1a7319b33cfb1369e91e50354d6f07a135f3b901aca02aa95940bd2",
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                 "sha256:95f71d2af0ff4227885f7a6605c37fd53d3a106fcab511b8860ecca9fcf400ee",
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                 "sha256:d13155f591e6fcc1ec3b30685d50bf0711574e2c0dfffd7644babf8b5102ca1a"
@@ -2761,6 +2835,7 @@
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                 "sha256:4d9259a5eb3f71abbaf61f165cacf42240bfeea3783bebd8255341abdfe206f1",
                 "sha256:523d542823cabb94065178090e05347bd204365f6e7cb260f0071c995d392fc2",
+                "sha256:53706f4a792cdae422121fb6a5e65119bad02373153364fc9d004cf6a90394de",
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@@ -2776,6 +2851,7 @@
                 "sha256:cfa54a162a7b32641665e99b2c12084555afe9fc8fe80ec8b2f71a57320d10e1",
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                 "sha256:d92c7f41a53ece82b91703ea433c7d34143248cf0cead33aa11c5fc621c764bf",
+                "sha256:dc2f48b575dff6edefd572f1ac84cf0c3f18ad5fcf13384de32df740a010594a",
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                 "sha256:f110a4d3f8f01209eec304ed542f6c8054cce9b0f16dfe3d571e57c290e4e133"
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@@ -2784,10 +2860,11 @@
         },
         "qtconsole": {
             "hashes": [
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-                "sha256:f236ead8711dba0702507dd8fad473c7216a86eefa6098eff8ec4b54f57d7804"
+                "sha256:4d70967aeb62a5bd13a109d61b169a3cf844afc24a35c11f5518574bb8abe670",
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-            "version": "==4.7.7"
+            "markers": "python_version >= '3.6'",
+            "version": "==5.0.1"
         },
         "qtpy": {
             "hashes": [
@@ -2904,6 +2981,14 @@
             "index": "pypi",
             "version": "==0.11.0"
         },
+        "segmentation-models-pytorch": {
+            "hashes": [
+                "sha256:6868476e193ab5ad487a4fb3de2d752020c1f47adce4dbcfe6894bc01060f843",
+                "sha256:c850f604f540baf0ddb010004857d95798ee6dbdde4c4e4708dd5d744f6e7699"
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@@ -3124,11 +3209,19 @@
         },
         "tifffile": {
             "hashes": [
-                "sha256:799feeccc91965b69e1288c51a1d1118faec7f40b2eb89ad2979591b85324830",
-                "sha256:9611ac348b4db6844b6555db2b5f8f2be1715728a0011352acb55e0171ee2949"
+                "sha256:5a388f8f3ca3f69a62f7c1cda72837fa5e9070e89992e7702408a786d526b3ff",
+                "sha256:c6c043ad28742c638ea20cee279b0f1a4da6b7fc57a37f7bf78861d4da11e2fe"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==2020.10.1"
+            "version": "==2020.12.4"
+        },
+        "timm": {
+            "hashes": [
+                "sha256:637bbfd88793330a74e0c8742a526b86580c360e4bfb56db781312bf51c49527",
+                "sha256:f63fca201f637dfdd169fb187b5c2d06b8e973d537d2517667a80e57ca1bae7a"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==0.1.20"
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         "toml": {
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@@ -3143,7 +3236,10 @@
                 "sha256:11054f26eee5c3114d217201dba5b3a35f1745d11133c123c077c5981bc95997",
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                 "sha256:6b0c9b56cb56afe3ecbac79351d21c6f7172dffc7b7daa8c365f660541baf1a5",
+                "sha256:83538fd7920bd02c8b6403ebe4ecee3e0641fe7bb6a18efc4585d2e1375ad1de",
                 "sha256:89cb8774243750bd3fd2b3b3d09bab6e3be68b1785ad48b8411f1eb4fc7acdba",
+                "sha256:a29a7aab6fa161259219c8aaa88b25abbf214ec098a002c4499660c23e0f6c33",
+                "sha256:b609b30b09627409612461b247531cf50894256e8b026105f1bc3858d67c2fa7",
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                 "sha256:e8cc3b2c3937b7ae036a3b447a189af049bfc006bca054fc1d8ae78766ca3105"
             ],
@@ -3158,6 +3254,17 @@
             "index": "pypi",
             "version": "==1.5.1"
         },
+        "torchvision": {
+            "hashes": [
+                "sha256:307daa1daa4cc1a2380dd26f81d3a9670535fff8927f1049dc76d4e47253fb8e",
+                "sha256:337820e680e5193872903369d8177d5ea681e7156d370d89d487b0e0f1e56238",
+                "sha256:469e0b831bfe17c46159966b5dc7ba09c87eaeecbed6f9a4d6ec4e691b0c8827",
+                "sha256:80b1c6d0a97e86454c15cf9f1afcf0751761273b7687c3d0910336ea87cca8d4",
+                "sha256:95b0ce59e631e2c97e6069dff126a43232cca859b18a1b505e5b02dd1a65dd0f",
+                "sha256:b58262a2bd2d419d94d7bf8aaa3a532b9283f4995e766723cc4cc3a52d8883c8"
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+            "version": "==0.8.1"
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@@ -3205,6 +3312,14 @@
             "markers": "python_version >= '3.5'",
             "version": "==6.1"
         },
+        "tqdm": {
+            "hashes": [
+                "sha256:38b658a3e4ecf9b4f6f8ff75ca16221ae3378b2e175d846b6b33ea3a20852cf5",
+                "sha256:d4f413aecb61c9779888c64ddf0c62910ad56dcbe857d8922bb505d4dbff0df1"
+            ],
+            "index": "pypi",
+            "version": "==4.54.1"
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                 "sha256:178f4ce988f69189f7e523337a3e11d91c786ded9360174a3d9ca83e79bc5396",
@@ -3266,11 +3381,11 @@
         },
         "virtualenv": {
             "hashes": [
-                "sha256:b0011228208944ce71052987437d3843e05690b2f23d1c7da4263fde104c97a2",
-                "sha256:b8d6110f493af256a40d65e29846c69340a947669eec8ce784fcf3dd3af28380"
+                "sha256:54b05fc737ea9c9ee9f8340f579e5da5b09fb64fd010ab5757eb90268616907c",
+                "sha256:b7a8ec323ee02fb2312f098b6b4c9de99559b462775bc8fe3627a73706603c1b"
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             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
-            "version": "==20.1.0"
+            "version": "==20.2.2"
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         "wcwidth": {
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@@ -3296,11 +3411,11 @@
         },
         "wheel": {
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-                "sha256:497add53525d16c173c2c1c733b8f655510e909ea78cc0e29d374243544b77a2",
-                "sha256:99a22d87add3f634ff917310a3d87e499f19e663413a52eb9232c447aa646c9f"
+                "sha256:906864fb722c0ab5f2f9c35b2c65e3af3c009402c108a709c0aca27bc2c9187b",
+                "sha256:aaef9b8c36db72f8bf7f1e54f85f875c4d466819940863ca0b3f3f77f0a1646f"
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             "markers": "python_version >= '3'",
-            "version": "==0.35.1"
+            "version": "==0.36.1"
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