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-rw-r--r--poetry.lock533
-rw-r--r--pyproject.toml2
-rw-r--r--training/conf/experiment/vqgan.yaml8
-rw-r--r--training/conf/network/decoder/vae_decoder.yaml4
-rw-r--r--training/conf/network/encoder/vae_encoder.yaml4
-rw-r--r--training/conf/network/vqvae.yaml4
6 files changed, 285 insertions, 270 deletions
diff --git a/poetry.lock b/poetry.lock
index 76ea763..562f5cc 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -71,30 +71,21 @@ python-versions = "*"
[[package]]
name = "argon2-cffi"
-version = "20.1.0"
+version = "21.1.0"
description = "The secure Argon2 password hashing algorithm."
category = "dev"
optional = false
-python-versions = "*"
+python-versions = ">=3.5"
[package.dependencies]
cffi = ">=1.0.0"
-six = "*"
[package.extras]
-dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest", "sphinx", "wheel", "pre-commit"]
-docs = ["sphinx"]
+dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest", "sphinx", "furo", "wheel", "pre-commit"]
+docs = ["sphinx", "furo"]
tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest"]
[[package]]
-name = "async-generator"
-version = "1.10"
-description = "Async generators and context managers for Python 3.5+"
-category = "dev"
-optional = false
-python-versions = ">=3.5"
-
-[[package]]
name = "async-timeout"
version = "3.0.1"
description = "Timeout context manager for asyncio programs"
@@ -188,11 +179,11 @@ d = ["aiohttp (>=3.3.2)", "aiohttp-cors"]
[[package]]
name = "bleach"
-version = "3.3.1"
+version = "4.1.0"
description = "An easy safelist-based HTML-sanitizing tool."
category = "dev"
optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.6"
[package.dependencies]
packaging = "*"
@@ -551,7 +542,7 @@ typing-extensions = {version = ">=3.7.4.3", markers = "python_version < \"3.10\"
[[package]]
name = "google-auth"
-version = "1.34.0"
+version = "1.35.0"
description = "Google Authentication Library"
category = "main"
optional = false
@@ -607,7 +598,7 @@ python-versions = ">=3.5"
[[package]]
name = "h5py"
-version = "3.3.0"
+version = "3.4.0"
description = "Read and write HDF5 files from Python"
category = "main"
optional = false
@@ -618,7 +609,7 @@ numpy = {version = ">=1.19.3", markers = "python_version >= \"3.9\""}
[[package]]
name = "hydra-core"
-version = "1.1.0"
+version = "1.1.1"
description = "A framework for elegantly configuring complex applications"
category = "main"
optional = false
@@ -638,7 +629,7 @@ python-versions = ">=3.5"
[[package]]
name = "ipykernel"
-version = "6.0.3"
+version = "6.2.0"
description = "IPython Kernel for Jupyter"
category = "dev"
optional = false
@@ -648,7 +639,7 @@ python-versions = ">=3.7"
appnope = {version = "*", markers = "platform_system == \"Darwin\""}
debugpy = ">=1.0.0,<2.0"
ipython = ">=7.23.1,<8.0"
-jupyter-client = "<7.0"
+jupyter-client = "<8.0"
matplotlib-inline = ">=0.1.0,<0.2.0"
tornado = ">=4.2,<7.0"
traitlets = ">=4.1.0,<6.0"
@@ -658,7 +649,7 @@ test = ["pytest (!=5.3.4)", "pytest-cov", "flaky", "nose", "ipyparallel"]
[[package]]
name = "ipython"
-version = "7.26.0"
+version = "7.27.0"
description = "IPython: Productive Interactive Computing"
category = "dev"
optional = false
@@ -782,13 +773,14 @@ format_nongpl = ["idna", "jsonpointer (>1.13)", "webcolors", "rfc3986-validator
[[package]]
name = "jupyter-client"
-version = "6.2.0"
+version = "7.0.1"
description = "Jupyter protocol implementation and client libraries"
category = "dev"
optional = false
python-versions = ">=3.6.1"
[package.dependencies]
+entrypoints = "*"
jupyter-core = ">=4.6.0"
nest-asyncio = ">=1.5"
python-dateutil = ">=2.1"
@@ -797,8 +789,8 @@ tornado = ">=4.1"
traitlets = "*"
[package.extras]
-doc = ["sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
-test = ["async-generator", "ipykernel", "ipython", "mock", "pytest-asyncio", "pytest-timeout", "pytest", "mypy", "pre-commit", "jedi (<0.18)"]
+doc = ["myst-parser", "sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
+test = ["codecov", "coverage", "ipykernel", "ipython", "mock", "mypy", "pre-commit", "pytest", "pytest-asyncio", "pytest-cov", "pytest-timeout", "jedi (<0.18)"]
[[package]]
name = "jupyter-core"
@@ -843,7 +835,7 @@ test = ["coverage", "pytest (>=6.0)", "pytest-cov", "pytest-mock", "requests", "
[[package]]
name = "jupyterlab"
-version = "3.1.1"
+version = "3.1.9"
description = "JupyterLab computational environment"
category = "dev"
optional = false
@@ -876,7 +868,7 @@ pygments = ">=2.4.1,<3"
[[package]]
name = "jupyterlab-server"
-version = "2.6.2"
+version = "2.7.2"
description = "A set of server components for JupyterLab and JupyterLab like applications ."
category = "dev"
optional = false
@@ -884,6 +876,7 @@ python-versions = ">=3.6"
[package.dependencies]
babel = "*"
+entrypoints = ">=0.2.2"
jinja2 = ">=2.10"
json5 = "*"
jsonschema = ">=3.0.1"
@@ -892,7 +885,7 @@ packaging = "*"
requests = "*"
[package.extras]
-test = ["codecov", "ipykernel", "pytest (>=5.3.2)", "pytest-cov", "jupyter-server", "openapi-core (>=0.13.8,<0.14.0)", "pytest-console-scripts", "strict-rfc3339", "ruamel.yaml", "wheel"]
+test = ["codecov", "ipykernel", "pytest (>=5.3.2)", "pytest-cov", "jupyter-server", "openapi-core (>=0.14.0,<0.15.0)", "pytest-console-scripts", "strict-rfc3339", "ruamel.yaml", "wheel"]
[[package]]
name = "jupyterlab-widgets"
@@ -904,11 +897,11 @@ python-versions = ">=3.6"
[[package]]
name = "kiwisolver"
-version = "1.3.1"
+version = "1.3.2"
description = "A fast implementation of the Cassowary constraint solver"
category = "main"
optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
[[package]]
name = "loguru"
@@ -954,7 +947,7 @@ python-versions = ">=3.6"
[[package]]
name = "matplotlib"
-version = "3.4.2"
+version = "3.4.3"
description = "Python plotting package"
category = "main"
optional = false
@@ -1052,14 +1045,13 @@ test = ["pytest", "pytest-tornasync", "pytest-console-scripts"]
[[package]]
name = "nbclient"
-version = "0.5.3"
+version = "0.5.4"
description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
category = "dev"
optional = false
python-versions = ">=3.6.1"
[package.dependencies]
-async-generator = "*"
jupyter-client = ">=6.1.5"
nbformat = ">=5.0"
nest-asyncio = "*"
@@ -1150,7 +1142,7 @@ twitter = ["twython"]
[[package]]
name = "notebook"
-version = "6.4.0"
+version = "6.4.3"
description = "A web-based notebook environment for interactive computing"
category = "dev"
optional = false
@@ -1200,7 +1192,7 @@ signedtoken = ["cryptography (>=3.0.0,<4)", "pyjwt (>=2.0.0,<3)"]
[[package]]
name = "omegaconf"
-version = "2.1.0"
+version = "2.1.1"
description = "A flexible configuration library"
category = "main"
optional = false
@@ -1208,7 +1200,7 @@ python-versions = ">=3.6"
[package.dependencies]
antlr4-python3-runtime = "4.8"
-PyYAML = ">=5.1"
+PyYAML = ">=5.1.0"
[[package]]
name = "opencv-python"
@@ -1341,11 +1333,11 @@ test = ["pytest (>=2.7.3)", "pytest-cov", "coveralls", "futures", "pytest-benchm
[[package]]
name = "prompt-toolkit"
-version = "3.0.19"
+version = "3.0.20"
description = "Library for building powerful interactive command lines in Python"
category = "dev"
optional = false
-python-versions = ">=3.6.1"
+python-versions = ">=3.6.2"
[package.dependencies]
wcwidth = "*"
@@ -1455,7 +1447,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
[[package]]
name = "pygments"
-version = "2.9.0"
+version = "2.10.0"
description = "Pygments is a syntax highlighting package written in Python."
category = "dev"
optional = false
@@ -1542,7 +1534,7 @@ six = ">=1.5"
[[package]]
name = "pytorch-lightning"
-version = "1.4.1"
+version = "1.4.4"
description = "PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate."
category = "main"
optional = false
@@ -1555,7 +1547,7 @@ numpy = ">=1.17.2"
packaging = ">=17.0"
pyDeprecate = "0.3.1"
PyYAML = ">=5.1"
-tensorboard = ">=2.2.0,<2.5.0 || >2.5.0"
+tensorboard = ">=2.2.0"
torch = ">=1.6"
torchmetrics = ">=0.4.0"
tqdm = ">=4.41.0"
@@ -1605,7 +1597,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
[[package]]
name = "pyzmq"
-version = "22.1.0"
+version = "22.2.1"
description = "Python bindings for 0MQ"
category = "dev"
optional = false
@@ -1617,7 +1609,7 @@ py = {version = "*", markers = "implementation_name == \"pypy\""}
[[package]]
name = "regex"
-version = "2021.7.6"
+version = "2021.8.28"
description = "Alternative regular expression module, to replace re."
category = "main"
optional = false
@@ -1706,13 +1698,15 @@ numpy = ">=1.16.5"
[[package]]
name = "send2trash"
-version = "1.7.1"
+version = "1.8.0"
description = "Send file to trash natively under Mac OS X, Windows and Linux."
category = "dev"
optional = false
python-versions = "*"
[package.extras]
+nativelib = ["pyobjc-framework-cocoa", "pywin32"]
+objc = ["pyobjc-framework-cocoa"]
win32 = ["pywin32"]
[[package]]
@@ -1794,7 +1788,7 @@ python-versions = "*"
[[package]]
name = "stevedore"
-version = "3.3.0"
+version = "3.4.0"
description = "Manage dynamic plugins for Python applications"
category = "dev"
optional = false
@@ -1813,11 +1807,11 @@ python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*, <4"
[[package]]
name = "tensorboard"
-version = "2.4.1"
+version = "2.6.0"
description = "TensorBoard lets you watch Tensors Flow"
category = "main"
optional = false
-python-versions = ">= 2.7, != 3.0.*, != 3.1.*"
+python-versions = ">=3.6"
[package.dependencies]
absl-py = ">=0.4"
@@ -1828,11 +1822,19 @@ markdown = ">=2.6.8"
numpy = ">=1.12.0"
protobuf = ">=3.6.0"
requests = ">=2.21.0,<3"
-six = ">=1.10.0"
+tensorboard-data-server = ">=0.6.0,<0.7.0"
tensorboard-plugin-wit = ">=1.6.0"
werkzeug = ">=0.11.15"
[[package]]
+name = "tensorboard-data-server"
+version = "0.6.1"
+description = "Fast data loading for TensorBoard"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
name = "tensorboard-plugin-wit"
version = "1.8.0"
description = "What-If Tool TensorBoard plugin."
@@ -1842,7 +1844,7 @@ python-versions = "*"
[[package]]
name = "terminado"
-version = "0.10.1"
+version = "0.11.1"
description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library."
category = "dev"
optional = false
@@ -1936,7 +1938,7 @@ python-versions = ">= 3.5"
[[package]]
name = "tqdm"
-version = "4.62.0"
+version = "4.62.2"
description = "Fast, Extensible Progress Meter"
category = "main"
optional = false
@@ -1986,7 +1988,7 @@ test = ["pytest", "typing-extensions", "mypy"]
[[package]]
name = "typing-extensions"
-version = "3.10.0.0"
+version = "3.10.0.1"
description = "Backported and Experimental Type Hints for Python 3.5+"
category = "main"
optional = false
@@ -2007,11 +2009,11 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
[[package]]
name = "wandb"
-version = "0.11.2"
+version = "0.12.1"
description = "A CLI and library for interacting with the Weights and Biases API."
category = "dev"
optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
[package.dependencies]
Click = ">=7.0,<8.0.0 || >8.0.0"
@@ -2029,13 +2031,13 @@ sentry-sdk = ">=1.0.0"
shortuuid = ">=0.5.0"
six = ">=1.13.0"
subprocess32 = ">=3.5.3"
-urllib3 = ">=1.26.5"
[package.extras]
aws = ["boto3"]
gcp = ["google-cloud-storage"]
grpc = ["grpcio (==1.27.2)"]
kubeflow = ["kubernetes", "minio", "google-cloud-storage", "sh"]
+launch = ["docker", "jupyter-repo2docker", "chardet", "iso8601"]
media = ["numpy", "moviepy", "pillow", "bokeh", "soundfile", "plotly"]
sweeps = ["numpy (>=1.15,<1.21)", "scipy (>=1.5.4)", "pyyaml", "scikit-learn (==0.24.1)", "jsonschema (>=3.2.0)", "jsonref (>=0.2)", "pydantic (>=1.8.2)"]
@@ -2057,12 +2059,16 @@ python-versions = "*"
[[package]]
name = "websocket-client"
-version = "1.1.0"
+version = "1.2.1"
description = "WebSocket client for Python with low level API options"
category = "dev"
optional = false
python-versions = ">=3.6"
+[package.extras]
+optional = ["python-socks", "wsaccel"]
+test = ["websockets"]
+
[[package]]
name = "werkzeug"
version = "2.0.1"
@@ -2111,7 +2117,7 @@ multidict = ">=4.0"
[metadata]
lock-version = "1.1"
python-versions = "^3.9"
-content-hash = "78ee5b3911c60380b6d7a487f61df807d2d623cdb8f9848dee260b581ec06460"
+content-hash = "ccce9236755431d057a2fff3fee3a89dfc9de41602ce1b59085e4d036e74e04e"
[metadata.files]
absl-py = [
@@ -2173,32 +2179,17 @@ appnope = [
{file = "appnope-0.1.2.tar.gz", hash = "sha256:dd83cd4b5b460958838f6eb3000c660b1f9caf2a5b1de4264e941512f603258a"},
]
argon2-cffi = [
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- {file = "argon2_cffi-20.1.0-cp27-cp27m-macosx_10_6_intel.whl", hash = "sha256:6ea92c980586931a816d61e4faf6c192b4abce89aa767ff6581e6ddc985ed003"},
- {file = "argon2_cffi-20.1.0-cp27-cp27m-manylinux1_x86_64.whl", hash = "sha256:05a8ac07c7026542377e38389638a8a1e9b78f1cd8439cd7493b39f08dd75fbf"},
- {file = "argon2_cffi-20.1.0-cp27-cp27m-win32.whl", hash = "sha256:0bf066bc049332489bb2d75f69216416329d9dc65deee127152caeb16e5ce7d5"},
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- {file = "argon2_cffi-20.1.0-cp27-cp27mu-manylinux1_x86_64.whl", hash = "sha256:7d455c802727710e9dfa69b74ccaab04568386ca17b0ad36350b622cd34606fe"},
- {file = "argon2_cffi-20.1.0-cp35-abi3-manylinux1_x86_64.whl", hash = "sha256:b160416adc0f012fb1f12588a5e6954889510f82f698e23ed4f4fa57f12a0647"},
- {file = "argon2_cffi-20.1.0-cp35-cp35m-win32.whl", hash = "sha256:9bee3212ba4f560af397b6d7146848c32a800652301843df06b9e8f68f0f7361"},
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- {file = "argon2_cffi-20.1.0-cp36-cp36m-win32.whl", hash = "sha256:ba7209b608945b889457f949cc04c8e762bed4fe3fec88ae9a6b7765ae82e496"},
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- {file = "argon2_cffi-20.1.0-cp37-abi3-macosx_10_6_intel.whl", hash = "sha256:cc0e028b209a5483b6846053d5fd7165f460a1f14774d79e632e75e7ae64b82b"},
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- {file = "argon2_cffi-20.1.0-cp39-cp39-win32.whl", hash = "sha256:e2db6e85c057c16d0bd3b4d2b04f270a7467c147381e8fd73cbbe5bc719832be"},
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- {file = "argon2_cffi-20.1.0-pp36-pypy36_pp73-macosx_10_7_x86_64.whl", hash = "sha256:b94042e5dcaa5d08cf104a54bfae614be502c6f44c9c89ad1535b2ebdaacbd4c"},
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- {file = "argon2_cffi-20.1.0-pp37-pypy37_pp73-win_amd64.whl", hash = "sha256:36320372133a003374ef4275fbfce78b7ab581440dfca9f9471be3dd9a522428"},
-]
-async-generator = [
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- {file = "async_generator-1.10.tar.gz", hash = "sha256:6ebb3d106c12920aaae42ccb6f787ef5eefdcdd166ea3d628fa8476abe712144"},
+ {file = "argon2-cffi-21.1.0.tar.gz", hash = "sha256:f710b61103d1a1f692ca3ecbd1373e28aa5e545ac625ba067ff2feca1b2bb870"},
+ {file = "argon2_cffi-21.1.0-cp35-abi3-macosx_10_14_x86_64.whl", hash = "sha256:217b4f0f853ccbbb5045242946ad2e162e396064575860141b71a85eb47e475a"},
+ {file = "argon2_cffi-21.1.0-cp35-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:fa7e7d1fc22514a32b1761fdfa1882b6baa5c36bb3ef557bdd69e6fc9ba14a41"},
+ {file = "argon2_cffi-21.1.0-cp35-abi3-win32.whl", hash = "sha256:e4d8f0ae1524b7b0372a3e574a2561cbdddb3fdb6c28b70a72868189bda19659"},
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- {file = "stevedore-3.3.0-py3-none-any.whl", hash = "sha256:50d7b78fbaf0d04cd62411188fa7eedcb03eb7f4c4b37005615ceebe582aa82a"},
- {file = "stevedore-3.3.0.tar.gz", hash = "sha256:3a5bbd0652bf552748871eaa73a4a8dc2899786bc497a2aa1fcb4dcdb0debeee"},
+ {file = "stevedore-3.4.0-py3-none-any.whl", hash = "sha256:920ce6259f0b2498aaa4545989536a27e4e4607b8318802d7ddc3a533d3d069e"},
+ {file = "stevedore-3.4.0.tar.gz", hash = "sha256:59b58edb7f57b11897f150475e7bc0c39c5381f0b8e3fa9f5c20ce6c89ec4aa1"},
]
subprocess32 = [
{file = "subprocess32-3.5.4-cp27-cp27m-macosx_10_6_intel.whl", hash = "sha256:88e37c1aac5388df41cc8a8456bb49ebffd321a3ad4d70358e3518176de3a56b"},
@@ -3460,14 +3470,19 @@ subprocess32 = [
{file = "subprocess32-3.5.4.tar.gz", hash = "sha256:eb2937c80497978d181efa1b839ec2d9622cf9600a039a79d0e108d1f9aec79d"},
]
tensorboard = [
- {file = "tensorboard-2.4.1-py3-none-any.whl", hash = "sha256:7b8c53c396069b618f6f276ec94fc45d17e3282d668979216e5d30be472115e4"},
+ {file = "tensorboard-2.6.0-py3-none-any.whl", hash = "sha256:f7dac4cdfb52d14c9e3f74585ce2aaf8e6203620a864e51faf84988b09f7bbdb"},
+]
+tensorboard-data-server = [
+ {file = "tensorboard_data_server-0.6.1-py3-none-any.whl", hash = "sha256:809fe9887682d35c1f7d1f54f0f40f98bb1f771b14265b453ca051e2ce58fca7"},
+ {file = "tensorboard_data_server-0.6.1-py3-none-macosx_10_9_x86_64.whl", hash = "sha256:fa8cef9be4fcae2f2363c88176638baf2da19c5ec90addb49b1cde05c95c88ee"},
+ {file = "tensorboard_data_server-0.6.1-py3-none-manylinux2010_x86_64.whl", hash = "sha256:d8237580755e58eff68d1f3abefb5b1e39ae5c8b127cc40920f9c4fb33f4b98a"},
]
tensorboard-plugin-wit = [
{file = "tensorboard_plugin_wit-1.8.0-py3-none-any.whl", hash = "sha256:2a80d1c551d741e99b2f197bb915d8a133e24adb8da1732b840041860f91183a"},
]
terminado = [
- {file = "terminado-0.10.1-py3-none-any.whl", hash = "sha256:c89ace5bffd0e7268bdcf22526830eb787fd146ff9d78691a0528386f92b9ae3"},
- {file = "terminado-0.10.1.tar.gz", hash = "sha256:89d5dac2f4e2b39758a0ff9a3b643707c95a020a6df36e70583b88297cd59cbe"},
+ {file = "terminado-0.11.1-py3-none-any.whl", hash = "sha256:9e0457334863be3e6060c487ad60e0995fa1df54f109c67b24ff49a4f2f34df5"},
+ {file = "terminado-0.11.1.tar.gz", hash = "sha256:962b402edbb480718054dc37027bada293972ecadfb587b89f01e2b8660a2132"},
]
testpath = [
{file = "testpath-0.5.0-py3-none-any.whl", hash = "sha256:8044f9a0bab6567fc644a3593164e872543bb44225b0e24846e2c89237937589"},
@@ -3569,8 +3584,8 @@ tornado = [
{file = "tornado-6.1.tar.gz", hash = "sha256:33c6e81d7bd55b468d2e793517c909b139960b6c790a60b7991b9b6b76fb9791"},
]
tqdm = [
- {file = "tqdm-4.62.0-py2.py3-none-any.whl", hash = "sha256:706dea48ee05ba16e936ee91cb3791cd2ea6da348a0e50b46863ff4363ff4340"},
- {file = "tqdm-4.62.0.tar.gz", hash = "sha256:3642d483b558eec80d3c831e23953582c34d7e4540db86d9e5ed9dad238dabc6"},
+ {file = "tqdm-4.62.2-py2.py3-none-any.whl", hash = "sha256:80aead664e6c1672c4ae20dc50e1cdc5e20eeff9b14aa23ecd426375b28be588"},
+ {file = "tqdm-4.62.2.tar.gz", hash = "sha256:a4d6d112e507ef98513ac119ead1159d286deab17dffedd96921412c2d236ff5"},
]
traitlets = [
{file = "traitlets-5.0.5-py3-none-any.whl", hash = "sha256:69ff3f9d5351f31a7ad80443c2674b7099df13cc41fc5fa6e2f6d3b0330b0426"},
@@ -3613,17 +3628,17 @@ typeguard = [
{file = "typeguard-2.12.1.tar.gz", hash = "sha256:c2af8b9bdd7657f4bd27b45336e7930171aead796711bc4cfc99b4731bb9d051"},
]
typing-extensions = [
- {file = "typing_extensions-3.10.0.0-py2-none-any.whl", hash = "sha256:0ac0f89795dd19de6b97debb0c6af1c70987fd80a2d62d1958f7e56fcc31b497"},
- {file = "typing_extensions-3.10.0.0-py3-none-any.whl", hash = "sha256:779383f6086d90c99ae41cf0ff39aac8a7937a9283ce0a414e5dd782f4c94a84"},
- {file = "typing_extensions-3.10.0.0.tar.gz", hash = "sha256:50b6f157849174217d0656f99dc82fe932884fb250826c18350e159ec6cdf342"},
+ {file = "typing_extensions-3.10.0.1-py2-none-any.whl", hash = "sha256:8bbffbd37fbeb9747a0241fdfde5ae99d4531ad1d1a41ccaea62100e15a5814c"},
+ {file = "typing_extensions-3.10.0.1-py3-none-any.whl", hash = "sha256:045dd532231acfa03628df5e0c66dba64e2cc8fc8b844538d4ad6d5dd6cb82dc"},
+ {file = "typing_extensions-3.10.0.1.tar.gz", hash = "sha256:83af6730a045fda60f46510f7f1f094776d90321caa4d97d20ef38871bef4bd3"},
]
urllib3 = [
{file = "urllib3-1.26.6-py2.py3-none-any.whl", hash = "sha256:39fb8672126159acb139a7718dd10806104dec1e2f0f6c88aab05d17df10c8d4"},
{file = "urllib3-1.26.6.tar.gz", hash = "sha256:f57b4c16c62fa2760b7e3d97c35b255512fb6b59a259730f36ba32ce9f8e342f"},
]
wandb = [
- {file = "wandb-0.11.2-py2.py3-none-any.whl", hash = "sha256:7bd00153873b0c1ceb31ae45852991bb08c1785f9c89d30dec0c569378ea3020"},
- {file = "wandb-0.11.2.tar.gz", hash = "sha256:324ee38bcc1baea13cf914d5b28b21519237e17ab13dc7cac0870e0291930a2e"},
+ {file = "wandb-0.12.1-py2.py3-none-any.whl", hash = "sha256:723e81cca072def483422b9ae45d5c1b5c8f2d011dc5c85c8891696f8504a55e"},
+ {file = "wandb-0.12.1.tar.gz", hash = "sha256:739f205b5c9a5bc25e742f1c707e65322cd6aafba8ec64299e5757f992f34be3"},
]
wcwidth = [
{file = "wcwidth-0.2.5-py2.py3-none-any.whl", hash = "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784"},
@@ -3634,8 +3649,8 @@ webencodings = [
{file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
]
websocket-client = [
- {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"},
+ {file = "websocket-client-1.2.1.tar.gz", hash = "sha256:8dfb715d8a992f5712fff8c843adae94e22b22a99b2c5e6b0ec4a1a981cc4e0d"},
+ {file = "websocket_client-1.2.1-py2.py3-none-any.whl", hash = "sha256:0133d2f784858e59959ce82ddac316634229da55b498aac311f1620567a710ec"},
]
werkzeug = [
{file = "Werkzeug-2.0.1-py3-none-any.whl", hash = "sha256:6c1ec500dcdba0baa27600f6a22f6333d8b662d22027ff9f6202e3367413caa8"},
diff --git a/pyproject.toml b/pyproject.toml
index 7d81365..9c972e3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -50,7 +50,7 @@ flake8-import-order = "^0.18.1"
safety = "^1.9.0"
mypy = "^0.770"
typeguard = "^2.7.1"
-wandb = "^0.11.2"
+wandb = "^0.12.1"
scipy = "^1.6.1"
flake8-annotations = "^2.6.2"
flake8-docstrings = "^1.6.0"
diff --git a/training/conf/experiment/vqgan.yaml b/training/conf/experiment/vqgan.yaml
index 34d8f84..485e963 100644
--- a/training/conf/experiment/vqgan.yaml
+++ b/training/conf/experiment/vqgan.yaml
@@ -24,21 +24,21 @@ criterion:
discriminator_iter_start: 2.0e4
datamodule:
- batch_size: 12
+ batch_size: 6
lr_schedulers:
generator:
_target_: torch.optim.lr_scheduler.OneCycleLR
max_lr: 3.0e-4
total_steps: null
- epochs: 64
- steps_per_epoch: 1685
+ epochs: 100
+ steps_per_epoch: 3369
pct_start: 0.1
anneal_strategy: cos
cycle_momentum: true
base_momentum: 0.85
max_momentum: 0.95
- div_factor: 1.0e2
+ div_factor: 1.0e3
final_div_factor: 1.0e4
three_phase: true
last_epoch: -1
diff --git a/training/conf/network/decoder/vae_decoder.yaml b/training/conf/network/decoder/vae_decoder.yaml
index 7558ff0..60cdcf1 100644
--- a/training/conf/network/decoder/vae_decoder.yaml
+++ b/training/conf/network/decoder/vae_decoder.yaml
@@ -1,5 +1,5 @@
_target_: text_recognizer.networks.vqvae.decoder.Decoder
out_channels: 1
-hidden_dim: 32
-channels_multipliers: [4, 4, 2, 1]
+hidden_dim: 64
+channels_multipliers: [8, 4, 2, 1]
dropout_rate: 0.0
diff --git a/training/conf/network/encoder/vae_encoder.yaml b/training/conf/network/encoder/vae_encoder.yaml
index b32f425..73529fc 100644
--- a/training/conf/network/encoder/vae_encoder.yaml
+++ b/training/conf/network/encoder/vae_encoder.yaml
@@ -1,5 +1,5 @@
_target_: text_recognizer.networks.vqvae.encoder.Encoder
in_channels: 1
-hidden_dim: 32
-channels_multipliers: [1, 2, 4, 4]
+hidden_dim: 64
+channels_multipliers: [1, 2, 4, 8]
dropout_rate: 0.0
diff --git a/training/conf/network/vqvae.yaml b/training/conf/network/vqvae.yaml
index 936e575..70d27d7 100644
--- a/training/conf/network/vqvae.yaml
+++ b/training/conf/network/vqvae.yaml
@@ -3,7 +3,7 @@ defaults:
- decoder: vae_decoder
_target_: text_recognizer.networks.vqvae.vqvae.VQVAE
-hidden_dim: 128
+hidden_dim: 512
embedding_dim: 64
-num_embeddings: 2048
+num_embeddings: 4096
decay: 0.99