pkg updates

2 files changed, 171 insertions, 164 deletions

diff --git a/poetry.lock b/poetry.lock
index c5514e4..2e6ad76 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,6 +1,6 @@
 [[package]]
 name = "absl-py"
-version = "0.12.0"
+version = "0.13.0"
 description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py."
 category = "main"
 optional = false
@@ -38,7 +38,7 @@ python-versions = "*"
 
 [[package]]
 name = "anyio"
-version = "3.1.0"
+version = "3.2.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 category = "dev"
 optional = false
@@ -463,7 +463,7 @@ flake8 = "*"
 
 [[package]]
 name = "fsspec"
-version = "2021.6.0"
+version = "2021.5.0"
 description = "File-system specification"
 category = "main"
 optional = false
@@ -511,18 +511,18 @@ smmap = ">=3.0.1,<5"
 
 [[package]]
 name = "gitpython"
-version = "3.1.17"
+version = "3.1.18"
 description = "Python Git Library"
 category = "dev"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 
 [package.dependencies]
 gitdb = ">=4.0.1,<5"
 
 [[package]]
 name = "google-auth"
-version = "1.30.1"
+version = "1.31.0"
 description = "Google Authentication Library"
 category = "main"
 optional = false
@@ -535,7 +535,7 @@ rsa = {version = ">=3.1.4,<5", markers = "python_version >= \"3.6\""}
 six = ">=1.9.0"
 
 [package.extras]
-aiohttp = ["aiohttp (>=3.6.2,<4.0.0dev)"]
+aiohttp = ["requests (>=2.20.0,<3.0.0dev)", "aiohttp (>=3.6.2,<4.0.0dev)"]
 pyopenssl = ["pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
 
@@ -589,7 +589,7 @@ numpy = {version = ">=1.19.3", markers = "python_version >= \"3.9\""}
 
 [[package]]
 name = "hydra-core"
-version = "1.0.6"
+version = "1.1.0"
 description = "A framework for elegantly configuring complex applications"
 category = "main"
 optional = false
@@ -597,7 +597,7 @@ python-versions = "*"
 
 [package.dependencies]
 antlr4-python3-runtime = "4.8"
-omegaconf = ">=2.0.5,<2.1"
+omegaconf = ">=2.1.0,<2.2.0"
 
 [[package]]
 name = "idna"
@@ -1140,15 +1140,15 @@ signedtoken = ["cryptography (>=3.0.0,<4)", "pyjwt (>=2.0.0,<3)"]
 
 [[package]]
 name = "omegaconf"
-version = "2.0.6"
+version = "2.1.0"
 description = "A flexible configuration library"
 category = "main"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
+antlr4-python3-runtime = "4.8"
 PyYAML = ">=5.1"
-typing-extensions = "*"
 
 [[package]]
 name = "opencv-python"
@@ -1281,7 +1281,7 @@ test = ["pytest (>=2.7.3)", "pytest-cov", "coveralls", "futures", "pytest-benchm
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.18"
+version = "3.0.19"
 description = "Library for building powerful interactive command lines in Python"
 category = "dev"
 optional = false
@@ -1292,7 +1292,7 @@ wcwidth = "*"
 
 [[package]]
 name = "protobuf"
-version = "3.17.2"
+version = "3.17.3"
 description = "Protocol Buffers"
 category = "main"
 optional = false
@@ -1482,14 +1482,14 @@ six = ">=1.5"
 
 [[package]]
 name = "pytorch-lightning"
-version = "1.3.4"
+version = "1.3.6"
 description = "PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate."
 category = "main"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-fsspec = {version = ">=2021.4.0", extras = ["http"]}
+fsspec = {version = ">=2021.05.0,<2021.06.0 || >2021.06.0", extras = ["http"]}
 future = ">=0.17.1"
 numpy = ">=1.17.2"
 packaging = "*"
@@ -1501,12 +1501,12 @@ torchmetrics = ">=0.2.0"
 tqdm = ">=4.41.0"
 
 [package.extras]
-all = ["matplotlib (>3.1)", "horovod (>=0.21.2)", "omegaconf (>=2.0.1)", "torchtext (>=0.5)", "onnxruntime (>=1.3.0)", "hydra-core (>=1.0)", "jsonargparse[signatures] (>=3.11.1)", "neptune-client (>=0.4.109)", "comet-ml (>=3.1.12)", "mlflow (>=1.0.0)", "test-tube (>=0.7.5)", "wandb (>=0.8.21)", "coverage (>5.2.0)", "codecov (>=2.1)", "pytest (>=6.0)", "flake8 (>=3.6)", "check-manifest", "twine (==3.2)", "isort (>=5.6.4)", "mypy (>=0.720,<0.800)", "pre-commit (>=1.0)", "cloudpickle (>=1.3)", "scikit-learn (>0.22.1)", "scikit-image (>0.17.1)", "nltk (>=3.3)", "pandas", "torchvision (>=0.5)", "gym (>=0.17.0)", "ipython"]
-cpu = ["matplotlib (>3.1)", "omegaconf (>=2.0.1)", "torchtext (>=0.5)", "onnxruntime (>=1.3.0)", "hydra-core (>=1.0)", "jsonargparse[signatures] (>=3.11.1)", "neptune-client (>=0.4.109)", "comet-ml (>=3.1.12)", "mlflow (>=1.0.0)", "test-tube (>=0.7.5)", "wandb (>=0.8.21)", "coverage (>5.2.0)", "codecov (>=2.1)", "pytest (>=6.0)", "flake8 (>=3.6)", "check-manifest", "twine (==3.2)", "isort (>=5.6.4)", "mypy (>=0.720,<0.800)", "pre-commit (>=1.0)", "cloudpickle (>=1.3)", "scikit-learn (>0.22.1)", "scikit-image (>0.17.1)", "nltk (>=3.3)", "pandas", "torchvision (>=0.5)", "gym (>=0.17.0)", "ipython"]
-cpu-extra = ["matplotlib (>3.1)", "omegaconf (>=2.0.1)", "torchtext (>=0.5)", "onnxruntime (>=1.3.0)", "hydra-core (>=1.0)", "jsonargparse[signatures] (>=3.11.1)"]
-dev = ["matplotlib (>3.1)", "horovod (>=0.21.2)", "omegaconf (>=2.0.1)", "torchtext (>=0.5)", "onnxruntime (>=1.3.0)", "hydra-core (>=1.0)", "jsonargparse[signatures] (>=3.11.1)", "neptune-client (>=0.4.109)", "comet-ml (>=3.1.12)", "mlflow (>=1.0.0)", "test-tube (>=0.7.5)", "wandb (>=0.8.21)", "coverage (>5.2.0)", "codecov (>=2.1)", "pytest (>=6.0)", "flake8 (>=3.6)", "check-manifest", "twine (==3.2)", "isort (>=5.6.4)", "mypy (>=0.720,<0.800)", "pre-commit (>=1.0)", "cloudpickle (>=1.3)", "scikit-learn (>0.22.1)", "scikit-image (>0.17.1)", "nltk (>=3.3)", "pandas"]
+all = ["matplotlib (>3.1)", "horovod (>=0.21.2)", "omegaconf (>=2.0.1)", "torchtext (>=0.5)", "onnxruntime (>=1.3.0)", "hydra-core (>=1.0)", "jsonargparse[signatures] (>=3.13.1)", "neptune-client (>=0.4.109)", "comet-ml (>=3.1.12)", "mlflow (>=1.0.0)", "test-tube (>=0.7.5)", "wandb (>=0.8.21)", "coverage (>5.2.0)", "codecov (>=2.1)", "pytest (>=6.0)", "flake8 (>=3.6)", "check-manifest", "twine (==3.2)", "isort (>=5.6.4)", "mypy (>=0.720,<0.800)", "pre-commit (>=1.0)", "cloudpickle (>=1.3)", "scikit-learn (>0.22.1)", "scikit-image (>0.17.1)", "nltk (>=3.3)", "pandas", "torchvision (>=0.5)", "gym (>=0.17.0)", "ipython"]
+cpu = ["matplotlib (>3.1)", "omegaconf (>=2.0.1)", "torchtext (>=0.5)", "onnxruntime (>=1.3.0)", "hydra-core (>=1.0)", "jsonargparse[signatures] (>=3.13.1)", "neptune-client (>=0.4.109)", "comet-ml (>=3.1.12)", "mlflow (>=1.0.0)", "test-tube (>=0.7.5)", "wandb (>=0.8.21)", "coverage (>5.2.0)", "codecov (>=2.1)", "pytest (>=6.0)", "flake8 (>=3.6)", "check-manifest", "twine (==3.2)", "isort (>=5.6.4)", "mypy (>=0.720,<0.800)", "pre-commit (>=1.0)", "cloudpickle (>=1.3)", "scikit-learn (>0.22.1)", "scikit-image (>0.17.1)", "nltk (>=3.3)", "pandas", "torchvision (>=0.5)", "gym (>=0.17.0)", "ipython"]
+cpu-extra = ["matplotlib (>3.1)", "omegaconf (>=2.0.1)", "torchtext (>=0.5)", "onnxruntime (>=1.3.0)", "hydra-core (>=1.0)", "jsonargparse[signatures] (>=3.13.1)"]
+dev = ["matplotlib (>3.1)", "horovod (>=0.21.2)", "omegaconf (>=2.0.1)", "torchtext (>=0.5)", "onnxruntime (>=1.3.0)", "hydra-core (>=1.0)", "jsonargparse[signatures] (>=3.13.1)", "neptune-client (>=0.4.109)", "comet-ml (>=3.1.12)", "mlflow (>=1.0.0)", "test-tube (>=0.7.5)", "wandb (>=0.8.21)", "coverage (>5.2.0)", "codecov (>=2.1)", "pytest (>=6.0)", "flake8 (>=3.6)", "check-manifest", "twine (==3.2)", "isort (>=5.6.4)", "mypy (>=0.720,<0.800)", "pre-commit (>=1.0)", "cloudpickle (>=1.3)", "scikit-learn (>0.22.1)", "scikit-image (>0.17.1)", "nltk (>=3.3)", "pandas"]
 examples = ["torchvision (>=0.5)", "gym (>=0.17.0)", "ipython"]
-extra = ["matplotlib (>3.1)", "horovod (>=0.21.2)", "omegaconf (>=2.0.1)", "torchtext (>=0.5)", "onnxruntime (>=1.3.0)", "hydra-core (>=1.0)", "jsonargparse[signatures] (>=3.11.1)"]
+extra = ["matplotlib (>3.1)", "horovod (>=0.21.2)", "omegaconf (>=2.0.1)", "torchtext (>=0.5)", "onnxruntime (>=1.3.0)", "hydra-core (>=1.0)", "jsonargparse[signatures] (>=3.13.1)"]
 loggers = ["neptune-client (>=0.4.109)", "comet-ml (>=3.1.12)", "mlflow (>=1.0.0)", "test-tube (>=0.7.5)", "wandb (>=0.8.21)"]
 test = ["coverage (>5.2.0)", "codecov (>=2.1)", "pytest (>=6.0)", "flake8 (>=3.6)", "check-manifest", "twine (==3.2)", "isort (>=5.6.4)", "mypy (>=0.720,<0.800)", "pre-commit (>=1.0)", "cloudpickle (>=1.3)", "scikit-learn (>0.22.1)", "scikit-image (>0.17.1)", "nltk (>=3.3)", "pandas"]
 
@@ -1528,7 +1528,7 @@ python-versions = "*"
 
 [[package]]
 name = "pywinpty"
-version = "1.1.1"
+version = "1.1.2"
 description = "Pseudo terminal support for Windows from Python."
 category = "dev"
 optional = false
@@ -1641,7 +1641,7 @@ python-versions = "*"
 
 [[package]]
 name = "sentencepiece"
-version = "0.1.95"
+version = "0.1.96"
 description = "SentencePiece python wrapper"
 category = "main"
 optional = false
@@ -1765,7 +1765,7 @@ python-versions = "*"
 
 [[package]]
 name = "terminado"
-version = "0.10.0"
+version = "0.10.1"
 description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library."
 category = "dev"
 optional = false
@@ -1800,14 +1800,13 @@ python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 
 [[package]]
 name = "torch"
-version = "1.8.1"
+version = "1.9.0"
 description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
 category = "main"
 optional = false
 python-versions = ">=3.6.2"
 
 [package.dependencies]
-numpy = "*"
 typing-extensions = "*"
 
 [[package]]
@@ -1831,7 +1830,7 @@ torch = ">=1.3.1"
 
 [[package]]
 name = "torchvision"
-version = "0.9.1"
+version = "0.10.0"
 description = "image and video datasets and models for torch deep learning"
 category = "main"
 optional = false
@@ -1839,8 +1838,8 @@ python-versions = "*"
 
 [package.dependencies]
 numpy = "*"
-pillow = ">=4.1.1"
-torch = "1.8.1"
+pillow = ">=5.3.0"
+torch = "1.9.0"
 
 [package.extras]
 scipy = ["scipy"]
@@ -1855,7 +1854,7 @@ python-versions = ">= 3.5"
 
 [[package]]
 name = "tqdm"
-version = "4.61.0"
+version = "4.61.1"
 description = "Fast, Extensible Progress Meter"
 category = "main"
 optional = false
@@ -1910,7 +1909,7 @@ python-versions = "*"
 
 [[package]]
 name = "urllib3"
-version = "1.26.5"
+version = "1.25.11"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 category = "main"
 optional = false
@@ -1923,14 +1922,14 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "wandb"
-version = "0.10.31"
+version = "0.10.32"
 description = "A CLI and library for interacting with the Weights and Biases API."
 category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [package.dependencies]
-Click = ">=7.0"
+Click = ">=7.0,<8.0.0 || >8.0.0"
 configparser = ">=3.8.1"
 docker-pycreds = ">=0.4.0"
 GitPython = ">=1.0.0"
@@ -1945,6 +1944,7 @@ sentry-sdk = ">=0.4.0"
 shortuuid = ">=0.5.0"
 six = ">=1.13.0"
 subprocess32 = ">=3.5.3"
+urllib3 = {version = "<=1.25.11", markers = "sys_platform == \"win32\" or sys_platform == \"cygwin\""}
 
 [package.extras]
 aws = ["boto3"]
@@ -1972,7 +1972,7 @@ python-versions = "*"
 
 [[package]]
 name = "websocket-client"
-version = "1.0.1"
+version = "1.1.0"
 description = "WebSocket client for Python with low level API options"
 category = "dev"
 optional = false
@@ -2015,12 +2015,12 @@ multidict = ">=4.0"
 [metadata]
 lock-version = "1.1"
 python-versions = "^3.9"
-content-hash = "0b76af27790f047f73c12683d3a3271cacfe8bbbb8d9ddb977a985f3b174a60e"
+content-hash = "9ffebdbad9d4569bdc146c1380eff33d1b40de18961d2c2c7ccc167741be1b89"
 
 [metadata.files]
 absl-py = [
-    {file = "absl-py-0.12.0.tar.gz", hash = "sha256:b44f68984a5ceb2607d135a615999b93924c771238a63920d17d3387b0d229d5"},
-    {file = "absl_py-0.12.0-py3-none-any.whl", hash = "sha256:afe94e3c751ff81aad55d33ab6e630390da32780110b5af72ae81ecff8418d9e"},
+    {file = "absl-py-0.13.0.tar.gz", hash = "sha256:6953272383486044699fd0e9f00aad167a27e08ce19aae66c6c4b10e7e767793"},
+    {file = "absl_py-0.13.0-py3-none-any.whl", hash = "sha256:62bd4e248ddb19d81aec8f9446b407ff37c8175c2ba88266a7afa9b4ce4a333b"},
 ]
 aiohttp = [
     {file = "aiohttp-3.7.4.post0-cp36-cp36m-macosx_10_14_x86_64.whl", hash = "sha256:3cf75f7cdc2397ed4442594b935a11ed5569961333d49b7539ea741be2cc79d5"},
@@ -2065,8 +2065,8 @@ antlr4-python3-runtime = [
     {file = "antlr4-python3-runtime-4.8.tar.gz", hash = "sha256:15793f5d0512a372b4e7d2284058ad32ce7dd27126b105fb0b2245130445db33"},
 ]
 anyio = [
-    {file = "anyio-3.1.0-py3-none-any.whl", hash = "sha256:5e335cef65fbd1a422bbfbb4722e8e9a9fadbd8c06d5afe9cd614d12023f6e5a"},
-    {file = "anyio-3.1.0.tar.gz", hash = "sha256:43e20711a9d003d858d694c12356dc44ab82c03ccc5290313c3392fa349dad0e"},
+    {file = "anyio-3.2.0-py3-none-any.whl", hash = "sha256:89e19b1498c8a6f12277e0bd2949597e445aa1b14361fbab2c36943639ef5190"},
+    {file = "anyio-3.2.0.tar.gz", hash = "sha256:41c4be842c284222b197a625d76a7ab85adf9d52788f563172fe180c2744b6c1"},
 ]
 appdirs = [
     {file = "appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128"},
@@ -2365,8 +2365,8 @@ flake8-polyfill = [
     {file = "flake8_polyfill-1.0.2-py2.py3-none-any.whl", hash = "sha256:12be6a34ee3ab795b19ca73505e7b55826d5f6ad7230d31b18e106400169b9e9"},
 ]
 fsspec = [
-    {file = "fsspec-2021.6.0-py3-none-any.whl", hash = "sha256:e926b66c074ff3fc732d7678187a294e4a0bf112ccb51594fa9dff5a9fbdc4a1"},
-    {file = "fsspec-2021.6.0.tar.gz", hash = "sha256:931961514c67acab86519ca16985491e639ebf992dbc3a1aae24d44202b52426"},
+    {file = "fsspec-2021.5.0-py3-none-any.whl", hash = "sha256:a08daa28ecb98544350d62f8307a7678e410c4b5245e04d14fcf4a3f13e959a7"},
+    {file = "fsspec-2021.5.0.tar.gz", hash = "sha256:30064d89b00c6acfe5d8e027b6c0ef3df25ca17fd1d5cad2e8208c9aa5300f8d"},
 ]
 future = [
     {file = "future-0.18.2.tar.gz", hash = "sha256:b1bead90b70cf6ec3f0710ae53a525360fa360d306a86583adc6bf83a4db537d"},
@@ -2376,12 +2376,12 @@ gitdb = [
     {file = "gitdb-4.0.7.tar.gz", hash = "sha256:96bf5c08b157a666fec41129e6d327235284cca4c81e92109260f353ba138005"},
 ]
 gitpython = [
-    {file = "GitPython-3.1.17-py3-none-any.whl", hash = "sha256:29fe82050709760081f588dd50ce83504feddbebdc4da6956d02351552b1c135"},
-    {file = "GitPython-3.1.17.tar.gz", hash = "sha256:ee24bdc93dce357630764db659edaf6b8d664d4ff5447ccfeedd2dc5c253f41e"},
+    {file = "GitPython-3.1.18-py3-none-any.whl", hash = "sha256:fce760879cd2aebd2991b3542876dc5c4a909b30c9d69dfc488e504a8db37ee8"},
+    {file = "GitPython-3.1.18.tar.gz", hash = "sha256:b838a895977b45ab6f0cc926a9045c8d1c44e2b653c1fcc39fe91f42c6e8f05b"},
 ]
 google-auth = [
-    {file = "google-auth-1.30.1.tar.gz", hash = "sha256:044d81b1e58012f8ebc71cc134e191c1fa312f543f1fbc99973afe28c25e3228"},
-    {file = "google_auth-1.30.1-py2.py3-none-any.whl", hash = "sha256:b3ca7a8ff9ab3bdefee3ad5aefb11fc6485423767eee016f5942d8e606ca23fb"},
+    {file = "google-auth-1.31.0.tar.gz", hash = "sha256:154f7889c5d679a6f626f36adb12afbd4dbb0a9a04ec575d989d6ba79c4fd65e"},
+    {file = "google_auth-1.31.0-py2.py3-none-any.whl", hash = "sha256:6d47c79b5d09fbc7e8355fd9594cc4cf65fdde5d401c63951eaac4baa1ba2ae1"},
 ]
 google-auth-oauthlib = [
     {file = "google-auth-oauthlib-0.4.4.tar.gz", hash = "sha256:09832c6e75032f93818edf1affe4746121d640c625a5bef9b5c96af676e98eee"},
@@ -2456,8 +2456,8 @@ h5py = [
     {file = "h5py-3.2.1.tar.gz", hash = "sha256:89474be911bfcdb34cbf0d98b8ec48b578c27a89fdb1ae4ee7513f1ef8d9249e"},
 ]
 hydra-core = [
-    {file = "hydra-core-1.0.6.tar.gz", hash = "sha256:be5fe119eb41ada20c82835b153b956781de7e2506670ba942f7453b2e850950"},
-    {file = "hydra_core-1.0.6-py3-none-any.whl", hash = "sha256:500d4346b7afcd654276c87c15820d7e6b76c2da95ad698cceb4120d7a877b32"},
+    {file = "hydra-core-1.1.0.tar.gz", hash = "sha256:ef20f54c99d6061e1fffee33f43901eb7a09f23291f6bda56afe1c8f68033b2b"},
+    {file = "hydra_core-1.1.0-py3-none-any.whl", hash = "sha256:22370397633af05db594d69d885ead0728039feaec1bb4f666643f811dc6d183"},
 ]
 idna = [
     {file = "idna-2.10-py2.py3-none-any.whl", hash = "sha256:b97d804b1e9b523befed77c48dacec60e6dcb0b5391d57af6a65a312a90648c0"},
@@ -2756,8 +2756,8 @@ oauthlib = [
     {file = "oauthlib-3.1.1.tar.gz", hash = "sha256:8f0215fcc533dd8dd1bee6f4c412d4f0cd7297307d43ac61666389e3bc3198a3"},
 ]
 omegaconf = [
-    {file = "omegaconf-2.0.6-py3-none-any.whl", hash = "sha256:9e349fd76819b95b47aa628edea1ff83fed5b25108608abdd6c7fdca188e302a"},
-    {file = "omegaconf-2.0.6.tar.gz", hash = "sha256:92ca535a788d21651bf4c2eaf5c1ca4c7a8003b2dab4a87cbb09109784268806"},
+    {file = "omegaconf-2.1.0-py3-none-any.whl", hash = "sha256:a9c576639f66793c874e32d17138ecce7a57e132a4537d2b6dff899d6958f956"},
+    {file = "omegaconf-2.1.0.tar.gz", hash = "sha256:a08aec03a63c66449b550b85d70238f4dee9c6c4a0541d6a98845dcfeb12439d"},
 ]
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 ]
 torch-summary = [
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@@ -3294,22 +3299,24 @@ torchmetrics = [
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 ]
 torchvision = [
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-    {file = "torchvision-0.9.1-cp36-cp36m-win_amd64.whl", hash = "sha256:99cd75163938b4b3728815696d75c0df8b66390c489abed2365a530a040059a1"},
-    {file = "torchvision-0.9.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:8aa438869e3033cbd8749d041d1ca7beb6171ca9f7f47b42e742fabd6900f8fc"},
-    {file = "torchvision-0.9.1-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:a1421a26b21b8c098935c3375182470c4c4d99d5e14d81ec3ac14a35e7a85285"},
-    {file = "torchvision-0.9.1-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:b14b5b7fed0b7dc6245c2608b9fd2262d5b375ba998e097b980a1046683ca7f6"},
-    {file = "torchvision-0.9.1-cp37-cp37m-win_amd64.whl", hash = "sha256:86e4facb1cf4670ab3d67b7a947f0c43cd0805ec269a5e22ad0b82be727bcb3b"},
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-    {file = "torchvision-0.9.1-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:85f21862e504590eb4a77b1d9a1742156a296af55827fb8c82296601922b7ac1"},
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-    {file = "torchvision-0.9.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:091812c9fa405bef12aca9b9c3e671fcae7c0a4945b68705534ba8a401396ad1"},
-    {file = "torchvision-0.9.1-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:46b82b6cdccd2cb982819165b6ddaa097629315377ba6bbf77bdcb02c2e83692"},
-    {file = "torchvision-0.9.1-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:92c936584e03dfca39ff31bbc4a4fb54edb08fe8362e75dc08a2fa4b43266068"},
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+    {file = "torchvision-0.10.0-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:f26c5ba220445ee8e892033234485c9276304874e87ec9d5146779167be3148d"},
+    {file = "torchvision-0.10.0-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:d5c80cf058c0ecb010a97dc71225f5274e45c596bfad7505e0d000abcccb7063"},
+    {file = "torchvision-0.10.0-cp36-cp36m-manylinux2014_aarch64.whl", hash = "sha256:6d69bf15a6e885e3b8c674a524bc6b53016879cb8b0fd8537327edd2d243cab1"},
+    {file = "torchvision-0.10.0-cp36-cp36m-win_amd64.whl", hash = "sha256:6b917d4762deaaa4c0cdd106403ea8384a1fdf93de424097bd71f3ebfdc76b41"},
+    {file = "torchvision-0.10.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:a405d968e7e94c0744870eef31c977635e2123b0b46becc1461a28b7c27d3c0c"},
+    {file = "torchvision-0.10.0-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:9597da592f76d22d9e80a4a072294e093f8c3a06c404f3ff237f359b9225e097"},
+    {file = "torchvision-0.10.0-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:ce2aae5567522f2a877c6334796721af07c164e94ff75876821fadb3310cfe7e"},
+    {file = "torchvision-0.10.0-cp37-cp37m-win_amd64.whl", hash = "sha256:576d7b070f25cbfc78a710960fd8fa6d3961d640db05f7ace69d9a3e5bbf754a"},
+    {file = "torchvision-0.10.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:ad24107b2ed0ccc372af92822f1f8f5530907b6fb7520a08195cf0bb07446923"},
+    {file = "torchvision-0.10.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:bb04708354fb6d639f6e47d8066b0d546fbe0a3a68685cf8d413a6370c8f63ad"},
+    {file = "torchvision-0.10.0-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:aa709fa63896f93e03a03976230a51050fcd5f1b45cf663f62d91b7eaaf8ac09"},
+    {file = "torchvision-0.10.0-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:4796e1fb2995c6e495c5ea4e2b0fe0e4be44bd9416ef4a1349c1a406675cbdee"},
+    {file = "torchvision-0.10.0-cp38-cp38-win_amd64.whl", hash = "sha256:487bbfd89575a52cd18bca8a33e24c373570e060f801265051c3a0aafc769720"},
+    {file = "torchvision-0.10.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:f68291559a4cf1245c95efc5e47ebe158819aceec4e1f585d2fe133cd2c9d8e8"},
+    {file = "torchvision-0.10.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:ae9606cc248de9b3a077710529b11c57315d2914c8ee3099fbd93a62f56a1661"},
+    {file = "torchvision-0.10.0-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:20a57ce42fa20c26d800c65d5b88dbaaa115a01f4f5623d41abfb182b854f199"},
+    {file = "torchvision-0.10.0-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:a30466893a5b97073c992859f3645e3e1f41daf2c1b4db6cb2ac8ec7d0e1f6bc"},
+    {file = "torchvision-0.10.0-cp39-cp39-win_amd64.whl", hash = "sha256:da65af25b51caf43327ecb3ccf550eedfd62d1f73511db44370b4b9522569b8d"},
 ]
 tornado = [
     {file = "tornado-6.1-cp35-cp35m-macosx_10_9_x86_64.whl", hash = "sha256:d371e811d6b156d82aa5f9a4e08b58debf97c302a35714f6f45e35139c332e32"},
@@ -3355,8 +3362,8 @@ tornado = [
     {file = "tornado-6.1.tar.gz", hash = "sha256:33c6e81d7bd55b468d2e793517c909b139960b6c790a60b7991b9b6b76fb9791"},
 ]
 tqdm = [
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-    {file = "tqdm-4.61.0.tar.gz", hash = "sha256:cd5791b5d7c3f2f1819efc81d36eb719a38e0906a7380365c556779f585ea042"},
+    {file = "tqdm-4.61.1-py2.py3-none-any.whl", hash = "sha256:aa0c29f03f298951ac6318f7c8ce584e48fa22ec26396e6411e43d038243bdb2"},
+    {file = "tqdm-4.61.1.tar.gz", hash = "sha256:24be966933e942be5f074c29755a95b315c69a91f839a29139bf26ffffe2d3fd"},
 ]
 traitlets = [
     {file = "traitlets-5.0.5-py3-none-any.whl", hash = "sha256:69ff3f9d5351f31a7ad80443c2674b7099df13cc41fc5fa6e2f6d3b0330b0426"},
@@ -3404,12 +3411,12 @@ typing-extensions = [
     {file = "typing_extensions-3.10.0.0.tar.gz", hash = "sha256:50b6f157849174217d0656f99dc82fe932884fb250826c18350e159ec6cdf342"},
 ]
 urllib3 = [
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-    {file = "urllib3-1.26.5.tar.gz", hash = "sha256:a7acd0977125325f516bda9735fa7142b909a8d01e8b2e4c8108d0984e6e0098"},
+    {file = "urllib3-1.25.11-py2.py3-none-any.whl", hash = "sha256:f5321fbe4bf3fefa0efd0bfe7fb14e90909eb62a48ccda331726b4319897dd5e"},
+    {file = "urllib3-1.25.11.tar.gz", hash = "sha256:8d7eaa5a82a1cac232164990f04874c594c9453ec55eef02eab885aa02fc17a2"},
 ]
 wandb = [
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-    {file = "wandb-0.10.31.tar.gz", hash = "sha256:da706a93b02966085f1849798d7eeb4dc8fb96830b4cfe50099aa514bd57a188"},
+    {file = "wandb-0.10.32-py2.py3-none-any.whl", hash = "sha256:7cb1a278b01ef48e4fd848d6bf5bf699499583432e0e3d919faa83084ddbb28e"},
+    {file = "wandb-0.10.32.tar.gz", hash = "sha256:c03c82e2fdb222dd7eac6515d5493d9b8536f3918197acf7e60d4f4154f4a19b"},
 ]
 wcwidth = [
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@@ -3420,8 +3427,8 @@ webencodings = [
     {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
 ]
 websocket-client = [
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-    {file = "websocket_client-1.0.1-py2.py3-none-any.whl", hash = "sha256:abf306dc6351dcef07f4d40453037e51cc5d9da2ef60d0fc5d0fe3bcda255372"},
+    {file = "websocket-client-1.1.0.tar.gz", hash = "sha256:b68e4959d704768fa20e35c9d508c8dc2bbc041fd8d267c0d7345cffe2824568"},
+    {file = "websocket_client-1.1.0-py2.py3-none-any.whl", hash = "sha256:e5c333bfa9fa739538b652b6f8c8fc2559f1d364243c8a689d7c0e1d41c2e611"},
 ]
 werkzeug = [
     {file = "Werkzeug-2.0.1-py3-none-any.whl", hash = "sha256:6c1ec500dcdba0baa27600f6a22f6333d8b662d22027ff9f6202e3367413caa8"},
diff --git a/pyproject.toml b/pyproject.toml
index 6b5f62b..a6044c6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -15,8 +15,8 @@ click = "^7.1.2"
 boltons = "^20.1.0"
 h5py = "^3.2.1"
 toml = "^0.10.1"
-torch = "^1.8.1"
-torchvision = "^0.9.0"
+torch = "^1.9.0"
+torchvision = "^0.10.0"
 loguru = "^0.5.0"
 matplotlib = "^3.2.1"
 tqdm = "^4.46.1"
@@ -28,7 +28,7 @@ omegaconf = "^2.0.2"
 einops = "^0.3.0"
 gtn = "^0.0.0"
 sentencepiece = "^0.1.95"
-pytorch-lightning = "^1.3.4"
+pytorch-lightning = "^1.3.5"
 Pillow = "^8.1.2"
 madgrad = "^1.0"
 editdistance = "^0.5.3"