Page 1 of 1

failed to start trainning based on cpu: module 'numpy' has no attribute 'bool'

Posted: Wed Feb 01, 2023 2:08 pm
by skyriver0730

Code: Select all

02/01/2023 21:53:30 MainProcess     MainThread                     logger          log_setup                      INFO     Log level set to: INFO
02/01/2023 21:53:30 MainProcess     MainThread                     launcher        _configure_backend             DEBUG    Adding missing exclude gpus argument to namespace
02/01/2023 21:53:30 MainProcess     MainThread                     launcher        _set_environment_variables     DEBUG    Setting `KMP_DUPLICATE_LIB_OK` environment variable to `TRUE`
02/01/2023 21:53:33 MainProcess     MainThread                     tpu_cluster_resolver <module>                       DEBUG    Falling back to TensorFlow client; we recommended you install the Cloud TPU client directly with pip install cloud-tpu-client.
02/01/2023 21:53:34 MainProcess     MainThread                     __init__        <module>                       DEBUG    Creating converter from 7 to 5
02/01/2023 21:53:34 MainProcess     MainThread                     __init__        <module>                       DEBUG    Creating converter from 5 to 7
02/01/2023 21:53:34 MainProcess     MainThread                     __init__        <module>                       DEBUG    Creating converter from 7 to 5
02/01/2023 21:53:34 MainProcess     MainThread                     __init__        <module>                       DEBUG    Creating converter from 5 to 7
02/01/2023 21:53:36 MainProcess     MainThread                     launcher        _test_for_tf_version           DEBUG    Installed Tensorflow Version: (2, 10)
02/01/2023 21:53:37 MainProcess     MainThread                     __init__        wrapper                        DEBUG    matplotlib data path: C:\ProgramData\Anaconda3\envs\faceswap\lib\site-packages\matplotlib\mpl-data
02/01/2023 21:53:37 MainProcess     MainThread                     __init__        wrapper                        DEBUG    CONFIGDIR=C:\Users\Administrator\.matplotlib
02/01/2023 21:53:37 MainProcess     MainThread                     __init__        <module>                       DEBUG    interactive is False
02/01/2023 21:53:37 MainProcess     MainThread                     __init__        <module>                       DEBUG    platform is win32
02/01/2023 21:53:37 MainProcess     MainThread                     __init__        <module>                       DEBUG    loaded modules: ['sys', 'builtins', '_frozen_importlib', '_imp', '_thread', '_warnings', '_weakref', '_io', 'marshal', 'nt', 'winreg', '_frozen_importlib_external', 'time', 'zipimport', '_codecs', 'codecs', 'encodings.aliases', 'encodings', 'encodings.utf_8', '_codecs_cn', '_multibytecodec', 'encodings.gbk', '_signal', 'encodings.latin_1', '_abc', 'abc', 'io', '__main__', '_stat', 'stat', '_collections_abc', 'genericpath', 'ntpath', 'os.path', 'os', '_sitebuiltins', '_locale', '_bootlocale', '_distutils_hack', 'types', 'importlib._bootstrap', 'importlib._bootstrap_external', 'warnings', 'importlib', 'importlib.machinery', '_heapq', 'heapq', 'itertools', 'keyword', '_operator', 'operator', 'reprlib', '_collections', 'collections', 'collections.abc', '_functools', 'functools', 'contextlib', 'enum', '_sre', 'sre_constants', 'sre_parse', 'sre_compile', 'copyreg', 're', 'typing.io', 'typing.re', 'typing', 'importlib.abc', 'importlib.util', 'google', 'mpl_toolkits', 'site', 'gettext', 'lib', 'lib.cli', 'argparse', 'token', 'tokenize', 'linecache', 'traceback', '_weakrefset', 'weakref', '_string', 'string', 'threading', 'atexit', 'logging', 'textwrap', '_json', 'json.scanner', 'json.decoder', 'json.encoder', 'json', '_tkinter', 'tkinter.constants', 'tkinter', 'binascii', 'posixpath', 'fnmatch', 'errno', 'zlib', '_compression', '_bz2', 'bz2', '_lzma', 'lzma', 'shutil', '_struct', 'struct', 'zipfile', 'signal', 'multiprocessing.process', '_compat_pickle', '_pickle', 'pickle', '_socket', 'math', 'select', 'selectors', 'socket', '_winapi', 'multiprocessing.reduction', 'multiprocessing.context', '__mp_main__', 'multiprocessing', 'urllib', 'base64', '_bisect', 'bisect', 'email', '_hashlib', '_blake2', 'hashlib', 'http', 'email.errors', 'email.quoprimime', 'email.base64mime', 'quopri', 'email.encoders', 'email.charset', 'email.header', '_random', '_sha512', 'random', '_datetime', 'datetime', 'urllib.parse', 'locale', 'calendar', 'email._parseaddr', 'email.utils', 'email._policybase', 'email.feedparser', 'email.parser', 'uu', 'email._encoded_words', 'email.iterators', 'email.message', '_ssl', 'ssl', 'http.client', 'tempfile', 'urllib.response', 'urllib.error', 'nturl2path', 'urllib.request', 'numpy._globals', 'numpy.__config__', 'numpy._distributor_init', '__future__', 'numpy._version', 'numpy.version', 'numpy.core._multiarray_umath', 'numpy.compat._inspect', 'pathlib', 'numpy.compat.py3k', 'numpy.compat', 'numpy.core.overrides', 'numpy.core.multiarray', 'numpy.core.umath', 'numbers', 'numpy.core._string_helpers', 'numpy.core._dtype', 'numpy.core._type_aliases', 'numpy.core.numerictypes', 'numpy.core._exceptions', '_contextvars', 'contextvars', 'numpy.core._ufunc_config', 'numpy.core._methods', 'numpy.core.fromnumeric', 'numpy.core.shape_base', 'numpy.core.arrayprint', 'numpy.core._asarray', 'numpy.core.numeric', 'numpy.core.defchararray', 'numpy.core.records', 'numpy.core.memmap', 'numpy.core.function_base', 'numpy.core._machar', 'numpy.core.getlimits', 'numpy.core.einsumfunc', 'numpy.core._multiarray_tests', 'numpy.core._add_newdocs', 'numpy.core._add_newdocs_scalars', 'numpy.core._dtype_ctypes', '_ast', 'ast', '_ctypes', 'ctypes._endian', 'ctypes', 'numpy.core._internal', 'numpy._pytesttester', 'numpy.core', 'numpy.lib.mixins', 'numpy.lib.ufunclike', 'numpy.lib.type_check', 'numpy.lib.scimath', 'numpy.lib.stride_tricks', 'numpy.lib.twodim_base', 'numpy.linalg._umath_linalg', 'numpy.linalg.linalg', 'numpy.linalg', 'numpy.matrixlib.defmatrix', 'numpy.matrixlib', 'numpy.lib.histograms', 'numpy.lib.function_base', 'numpy.lib.index_tricks', 'numpy.lib.nanfunctions', 'numpy.lib.shape_base', 'numpy.lib.polynomial', 'numpy.lib.utils', 'numpy.lib.arraysetops', 'numpy.lib.format', 'numpy.lib._datasource', 'numpy.lib._iotools', 'numpy.lib.npyio', 'numpy.lib.arrayterator', 'numpy.lib.arraypad', 'numpy.lib._version', 'numpy.lib', 'numpy.fft._pocketfft_internal', 'numpy.fft._pocketfft', 'numpy.fft.helper', 'numpy.fft', 'numpy.polynomial.polyutils', 'numpy.polynomial._polybase', 'numpy.polynomial.polynomial', 'numpy.polynomial.chebyshev', 'numpy.polynomial.legendre', 'numpy.polynomial.hermite', 'numpy.polynomial.hermite_e', 'numpy.polynomial.laguerre', 'numpy.polynomial', 'cython_runtime', '_cython_0_29_32', 'numpy.random._common', 'hmac', 'secrets', 'numpy.random.bit_generator', 'numpy.random._bounded_integers', 'numpy.random._mt19937', 'numpy.random.mtrand', 'numpy.random._philox', 'numpy.random._pcg64', 'numpy.random._sfc64', 'numpy.random._generator', 'numpy.random._pickle', 'numpy.random', 'numpy.ctypeslib', '_opcode', 'opcode', 'dis', 'inspect', 'numpy.ma.core', 'numpy.ma.extras', 'numpy.ma', 'numpy', 'tqdm._monitor', 'tqdm._tqdm_pandas', 'colorama.ansi', 'msvcrt', 'ctypes.wintypes', 'colorama.win32', 'colorama.winterm', 'colorama.ansitowin32', 'colorama.initialise', 'colorama', 'unicodedata', 'tqdm.utils', 'tqdm.std', 'tqdm._dist_ver', 'tqdm.version', 'tqdm.cli', 'tqdm.gui', 'tqdm', 'lib.utils', 'subprocess', 'platform', 'copy', 'dataclasses', 'lib.gpu_stats._base', 'lib.gpu_stats.cpu', 'lib.gpu_stats', 'plugins', 'plugins.plugin_loader', 'lib.cli.actions', '_queue', 'queue', 'logging.handlers', 'lib.logger', 'lib.cli.launcher', 'lib.cli.args', 'configparser', 'lib.config', 'setuptools._distutils', 'distutils.debug', 'distutils.errors', 'getopt', 'distutils.fancy_getopt', 'sysconfig', 'distutils.dep_util', 'distutils._log', 'distutils.spawn', 'distutils.util', 'distutils.dist', 'distutils.dir_util', 'distutils.file_util', 'distutils.archive_util', 'distutils.cmd', 'distutils.config', 'distutils.extension', 'distutils.core', '_distutils_hack.override', 'setuptools._deprecation_warning', 'pkgutil', 'xml', 'xml.parsers', 'pyexpat.errors', 'pyexpat.model', 'pyexpat', 'xml.parsers.expat.model', 'xml.parsers.expat.errors', 'xml.parsers.expat', 'plistlib', 'pkg_resources.extern', 'pkg_resources._vendor', 'pkg_resources._vendor.jaraco', 'pkg_resources.extern.jaraco', 'importlib._common', 'importlib.resources', 'pkg_resources._vendor.more_itertools.recipes', 'pkg_resources._vendor.more_itertools.more', 'pkg_resources._vendor.more_itertools', 'pkg_resources.extern.more_itertools', 'pkg_resources.extern.jaraco.functools', 'pkg_resources.extern.jaraco.context', 'pkg_resources.extern.jaraco.text', 'pkg_resources._vendor.platformdirs.api', 'pkg_resources._vendor.platformdirs.version', 'pkg_resources._vendor.platformdirs.windows', 'pkg_resources._vendor.platformdirs', 'pkg_resources.extern.platformdirs', 'pkg_resources._vendor.packaging.__about__', 'pkg_resources._vendor.packaging', 'pkg_resources.extern.packaging', 'pkg_resources.extern.packaging._structures', 'pkg_resources.extern.packaging.version', 'pkg_resources._vendor.packaging._manylinux', 'pkg_resources._vendor.packaging._musllinux', 'pkg_resources.extern.packaging.tags', 'pkg_resources.extern.packaging.utils', 'pkg_resources.extern.packaging.specifiers', 'pkg_resources._vendor.pyparsing.util', 'pkg_resources._vendor.pyparsing.unicode', 'pkg_resources._vendor.pyparsing.exceptions', 'pkg_resources._vendor.pyparsing.actions', 'pprint', 'pkg_resources._vendor.pyparsing.results', 'pkg_resources._vendor.pyparsing.core', 'html.entities', 'html', 'pkg_resources._vendor.pyparsing.helpers', 'pkg_resources._vendor.pyparsing.testing', 'pkg_resources._vendor.pyparsing.common', 'pkg_resources._vendor.pyparsing', 'pkg_resources.extern.pyparsing', 'pkg_resources.extern.packaging.markers', 'pkg_resources.extern.packaging.requirements', 'pkg_resources', 'setuptools.version', 'distutils.filelist', 'setuptools.monkey', 'setuptools.extension', 'distutils.log', 'distutils.command', 'glob', 'setuptools.extern', 'setuptools._vendor', 'setuptools._vendor.packaging.__about__', 'setuptools._vendor.packaging', 'setuptools.extern.packaging', 'setuptools._vendor.ordered_set', 'setuptools.extern.ordered_set', 'setuptools._vendor.more_itertools.recipes', 'setuptools._vendor.more_itertools.more', 'setuptools._vendor.more_itertools', 'setuptools.extern.more_itertools', '_csv', 'csv', 'setuptools._vendor.zipp', 'setuptools._vendor.importlib_metadata._functools', 'setuptools._vendor.importlib_metadata._text', 'setuptools._vendor.importlib_metadata._adapters', 'setuptools._vendor.importlib_metadata._compat', 'setuptools._vendor.importlib_metadata._meta', 'setuptools._vendor.importlib_metadata._collections', 'setuptools._vendor.importlib_metadata._itertools', 'setuptools._vendor.importlib_metadata', 'setuptools.extern.importlib_metadata', 'zipp.py310compat', 'zipp', 'importlib_metadata._functools', 'importlib_metadata._text', 'importlib_metadata._compat', 'importlib_metadata._adapters', 'importlib_metadata._meta', 'importlib_metadata._py39compat', 'importlib_metadata._collections', 'importlib_metadata._itertools', 'importlib_metadata', 'setuptools._importlib', 'distutils.command.bdist', 'setuptools.command', 'setuptools.windows_support', 'setuptools._vendor.pyparsing.util', 'setuptools._vendor.pyparsing.unicode', 'setuptools._vendor.pyparsing.exceptions', 'setuptools._vendor.pyparsing.actions', 'setuptools._vendor.pyparsing.results', 'setuptools._vendor.pyparsing.core', 'setuptools._vendor.pyparsing.helpers', 'setuptools._vendor.pyparsing.testing', 'setuptools._vendor.pyparsing.common', 'setuptools._vendor.pyparsing', 'setuptools.extern.pyparsing', 'setuptools._vendor.packaging._manylinux', 'setuptools._vendor.packaging._musllinux', 'setuptools.extern.packaging.tags', 'setuptools.extern.packaging._structures', 'setuptools.extern.packaging.version', 'setuptools.extern.packaging.utils', 'setuptools.extern.packaging.specifiers', 'setuptools.extern.packaging.markers', 'setuptools.extern.packaging.requirements', 'setuptools._path', 'setuptools.config.expand', 'setuptools.config.setupcfg', 'setuptools.config', 'setuptools.errors', 'email._header_value_parser', 'email.headerregistry', 'setuptools.config._apply_pyprojecttoml', 'setuptools.config.pyprojecttoml', 'setuptools.discovery', 'setuptools._vendor.jaraco', 'setuptools.extern.jaraco', 'setuptools.extern.jaraco.functools', 'setuptools.extern.jaraco.context', 'setuptools.extern.jaraco.text', 'setuptools._reqs', 'setuptools._itertools', 'setuptools._entry_points', 'setuptools.dist', 'setuptools.py34compat', 'setuptools._imp', 'setuptools.depends', 'setuptools.logging', 'setuptools.msvc', 'unittest.util', 'unittest.result', 'difflib', 'unittest.case', 'unittest.suite', 'unittest.loader', 'unittest.signals', 'unittest.runner', 'unittest.main', 'unittest', 'concurrent', 'concurrent.futures._base', 'concurrent.futures', 'asyncio.constants', 'asyncio.format_helpers', 'asyncio.base_futures', 'asyncio.log', 'asyncio.coroutines', 'asyncio.exceptions', 'asyncio.base_tasks', '_asyncio', 'asyncio.events', 'asyncio.futures', 'asyncio.protocols', 'asyncio.transports', 'asyncio.sslproto', 'asyncio.locks', 'asyncio.tasks', 'asyncio.staggered', 'asyncio.trsock', 'asyncio.base_events', 'asyncio.runners', 'asyncio.queues', 'asyncio.streams', 'asyncio.subprocess', 'asyncio.threads', '_overlapped', 'asyncio.base_subprocess', 'asyncio.proactor_events', 'asyncio.selector_events', 'asyncio.windows_utils', 'asyncio.windows_events', 'asyncio', 'unittest.mock', 'distutils.ccompiler', 'distutils._msvccompiler', 'setuptools', 'distutils', 'tensorflow.python.platform', 'tensorflow.python.platform.build_info', 'tensorflow.python.platform.self_check', 'tensorflow.python.pywrap_dlopen_global_flags', 'tensorflow.python._pywrap_tensorflow_internal', 'tensorflow.python.pywrap_tensorflow', 'tensorflow.python.eager', 'gc', 'absl', 'getpass', 'timeit', 'absl.flags._helpers', 'absl.flags._argument_parser', 'absl.flags._exceptions', 'absl.flags._flag', 'xml.dom.domreg', 'xml.dom', 'xml.dom.minicompat', 'xml.dom.NodeFilter', 'xml.dom.xmlbuilder', 'xml.dom.minidom', 'absl.flags._validators_classes', 'absl.flags._flagvalues', 'absl.flags._validators', 'absl.flags._defines', 'absl.flags', 'absl.logging.converter', 'absl.logging', 'six', 'tensorflow.core', 'tensorflow.core.framework', 'google.protobuf', 'google.protobuf.internal', 'google.protobuf.internal._api_implementation', 'google.protobuf.internal.api_implementation', 'google.protobuf.pyext', 'google.protobuf.internal.enum_type_wrapper', 'google.protobuf.message', 'google.protobuf.pyext._message', 'google.protobuf.descriptor', 'google.protobuf.descriptor_database', 'google.protobuf.text_encoding', 'google.protobuf.descriptor_pool', 'google.protobuf.pyext.cpp_message', 'google.protobuf.message_factory', 'google.protobuf.symbol_database', 'google.protobuf.reflection', 'google.protobuf.internal.well_known_types', 'tensorflow.core.framework.tensor_shape_pb2', 'tensorflow.core.framework.types_pb2', 'tensorflow.core.framework.resource_handle_pb2', 'tensorflow.core.framework.tensor_pb2', 'tensorflow.core.framework.attr_value_pb2', 'tensorflow.core.framework.full_type_pb2', 'tensorflow.core.framework.node_def_pb2', 'tensorflow.core.framework.op_def_pb2', 'tensorflow.core.framework.function_pb2', 'tensorflow.core.protobuf', 'tensorflow.core.framework.cost_graph_pb2', 'tensorflow.core.framework.versions_pb2', 'tensorflow.core.framework.graph_pb2', 'tensorflow.core.framework.allocation_description_pb2', 'tensorflow.core.framework.tensor_description_pb2', 'tensorflow.core.framework.step_stats_pb2', 'tensorflow.core.protobuf.cluster_pb2', 'tensorflow.core.protobuf.coordination_config_pb2', 'tensorflow.core.protobuf.debug_pb2', 'tensorflow.core.protobuf.verifier_config_pb2', 'tensorflow.core.protobuf.rewriter_config_pb2', 'tensorflow.core.protobuf.config_pb2', 'tensorflow.python._pywrap_tfe', 'tensorflow.python.pywrap_tfe', 'tensorflow.python.platform._pywrap_tf2', 'tensorflow.python.util', 'tensorflow.python.util.tf_decorator', 'tensorflow.python.util.tf_inspect', 'tensorflow.python.util.tf_export', 'tensorflow.python.tf2', 'tensorflow.python.client', 'tensorflow.python.client._pywrap_tf_session', 'tensorflow.python.util._tf_stack', 'tensorflow.python.util.tf_stack', 'tensorflow.python.client.pywrap_tf_session', 'tensorflow.python.eager.executor', 'tensorflow.core.framework.summary_pb2', 'tensorflow.python.framework', 'tensorflow.core.framework.api_def_pb2', 'tensorflow.python.util.compat', 'tensorflow.python.util.tf_contextlib', 'tensorflow.python.framework.c_api_util', 'tensorflow.python.eager.monitoring', 'tensorflow.python.framework.device_spec', 'tensorflow.python.framework.device', 'tensorflow.python.framework.tfrt_utils', 'tensorflow.python.util.is_in_graph_mode', 'tensorflow.python.platform.tf_logging', 'tensorflow.python.util.decorator_utils', 'tensorflow.tools', 'tensorflow.tools.docs', 'tensorflow.tools.docs.doc_controls', 'tensorflow.python.util.deprecation', 'tensorflow.python.eager.context', 'tensorflow.python.data.experimental.ops', 'tensorflow.core.protobuf.data_service_pb2', 'tensorflow.python.compat', 'tensorflow.python.compat.compat', 'tensorflow.python.data.util', 'wrapt._wrappers', 'wrapt.wrappers', 'wrapt.arguments', 'wrapt.decorators', 'wrapt.importer', 'wrapt', 'tensorflow.python.util._pywrap_utils', 'tensorflow.python.util._pywrap_nest', 'tensorflow.python.util.nest', 'tensorflow.python.framework.composite_tensor', 'encodings.raw_unicode_escape', 'encodings.unicode_escape', 'google.protobuf.internal.containers', 'google.protobuf.internal.wire_format', 'google.protobuf.internal.encoder', 'google.protobuf.internal.decoder', 'google.protobuf.internal.type_checkers', 'google.protobuf.text_format', 'tensorflow.core.lib', 'tensorflow.core.lib.core', 'tensorflow.core.protobuf.error_codes_pb2', 'tensorflow.core.lib.core.error_codes_pb2', 'tensorflow.python._pywrap_py_exception_registry', 'tensorflow.python.framework.errors_impl', 'tensorflow.python.framework.errors', 'tensorflow.python.eager.core', 'six.moves', 'tensorflow.python.framework._dtypes', 'tensorflow.python.types', 'tensorflow.python.types.doc_typealias', 'tensorflow.python.lib', 'tensorflow.python.lib.core', 'tensorflow.python.lib.core._pywrap_bfloat16', 'typing_extensions', 'tensorflow.python.types.trace', 'tensorflow.core.function', 'google.protobuf.any_pb2', 'tensorflow.core.function.trace_type.serialization_pb2', 'tensorflow.core.function.trace_type.serialization', 'tensorflow.core.function.trace_type.default_types_pb2', 'tensorflow.core.function.trace_type.default_types', 'tensorflow.core.function.trace_type.util', 'tensorflow.core.function.trace_type.trace_type_builder', 'tensorflow.core.function.trace_type', 'tensorflow.python.framework.dtypes', 'cmd', 'bdb', 'codeop', 'code', 'pdb', 'absl.command_name', 'faulthandler', 'absl.app', 'tensorflow.python.util.lazy_loader', 'tensorflow.python.eager.tape', 'tensorflow.python.framework.cpp_shape_inference_pb2', 'tensorflow.python.framework.tensor_conversion_registry', 'tensorflow.python.framework.tensor_shape', 'tensorflow.core.protobuf.struct_pb2', 'tensorflow.python.framework.type_spec', 'tensorflow.python.types.internal', 'tensorflow.python.framework.indexed_slices', 'tensorflow.python.framework.registry', 'tensorflow.python.framework.traceable_stack', 'tensorflow.python.framework.versions', 'tensorflow.python.ops', 'tensorflow.python.ops.control_flow_util', 'tensorflow.python.profiler', 'tensorflow.python.profiler.internal', 'tensorflow.python.profiler.internal._pywrap_traceme', 'tensorflow.python.profiler.trace', 'tensorflow.python.types.core', 'tensorflow.python.framework._pywrap_python_api_dispatcher', 'tensorflow.python.util.traceback_utils', 'tensorflow.python.util.type_annotations', 'tensorflow.python.util.dispatch', 'tensorflow.python.util.function_utils', 'tensorflow.python.util.lock_util', 'tensorflow.python.util.memory', 'tensorflow.python.util.object_identity', 'tensorflow.python.framework.ops', 'tensorflow.python.eager.execute', 'tensorflow.python.framework.op_callbacks', 'tensorflow.python.framework.tensor_util', 'tensorflow.python.framework.constant_op', 'tensorflow.python.framework.common_shapes', 'tensorflow.python.framework.tensor_spec', 'tensorflow.python.framework._op_def_registry', 'tensorflow.python.framework.op_def_registry', 'tensorflow.core.config', 'tensorflow.python.flags_pybind', 'tensorflow.core.config.flags', 'tensorflow.python.framework._op_def_library_pybind', 'tensorflow.python.framework.op_def_library_pybind', 'tensorflow.python.framework.op_def_library', 'tensorflow.python.ops.gen_sparse_ops', 'tensorflow.python.framework.sparse_tensor', 'tensorflow.python.data.util.nest', 'tensorflow.python.ops.gen_array_ops', 'tensorflow.python.ops.gen_math_ops', 'tensorflow.python.ops.array_ops', 'tensorflow.python.ops.gen_control_flow_ops', 'tensorflow.python.ops.gen_data_flow_ops', 'tensorflow.python.ops.gen_list_ops', 'tensorflow.python.ops.handle_data_util', 'tensorflow.python.ops.list_ops', 'tensorflow.python.framework._proto_comparators', 'tensorflow.python.framework.graph_util_impl', 'tensorflow.python.framework.graph_util', 'tensorflow.python.ops.gen_bitwise_ops', 'tensorflow.python.ops.gen_nn_ops', 'tensorflow.python.ops.math_ops', 'tensorflow.python.util.tf_should_use', 'tensorflow.python.ops.tensor_array_ops', 'tensorflow.python.ops.ragged', 'tensorflow.core.protobuf.graph_debug_info_pb2', 'tensorflow.python.framework.error_interpolation', 'tensorflow.python.ops.session_ops', 'tensorflow.python.training', 'tensorflow.python.training.experimental', 'tensorflow.python.training.experimental.mixed_precision_global_state', 'tensorflow.python.client.session', 'tensorflow.python.eager.backprop_util', 'tensorflow.python.framework.composite_tensor_gradient', 'tensorflow.core.protobuf.control_flow_pb2', 'tensorflow.python.ops.gen_functional_ops', 'tensorflow.python.ops.gen_logging_ops', 'tensorflow.python.util.variable_utils', 'tensorflow.python.ops.control_flow_ops', 'tensorflow.python.ops.check_ops', 'tensorflow.python.ops.gen_ragged_conversion_ops', 'tensorflow.python.ops.ragged.ragged_config', 'tensorflow.python.ops.gen_ragged_math_ops', 'tensorflow.python.ops.ragged.ragged_util', 'tensorflow.python.ops.ragged.segment_id_ops', 'tensorflow.python.ops.ragged.row_partition', 'tensorflow.python.ops.ragged.ragged_tensor_value', 'tensorflow.python.ops.ragged.ragged_tensor', 'tensorflow.python.data.util.structure', 'tensorflow.python.ops.gen_experimental_dataset_ops', 'tensorflow.python.data.experimental.ops.compression_ops', 'tensorflow.python.data.experimental.service._pywrap_server_lib', 'tensorflow.python.data.experimental.service._pywrap_utils', 'tensorflow.python.data.ops', 'tensorflow.core.framework.dataset_metadata_pb2', 'tensorflow.core.framework.model_pb2', 'tensorflow.core.framework.dataset_options_pb2', 'tensorflow.python.ops.gen_dataset_ops', 'tensorflow.python.data.ops.optional_ops', 'tensorflow.python.data.util.options', 'tensorflow.python.data.ops.options', 'tensorflow.python.trackable', 'tensorflow.python.trackable.constants', 'tensorflow.python.training.saving', 'tensorflow.python.training.saving.saveable_object', 'tensorflow.python.trackable.base', 'tensorflow.core.framework.variable_pb2', 'google.protobuf.wrappers_pb2', 'tensorflow.core.protobuf.trackable_object_graph_pb2', 'tensorflow.core.protobuf.saved_object_graph_pb2', 'tensorflow.core.protobuf.saver_pb2', 'tensorflow.core.protobuf.meta_graph_pb2', 'tensorflow.python.checkpoint', 'tensorflow.python.lib.io', '_uuid', 'uuid', 'tensorflow.python.lib.io._pywrap_file_io', 'tensorflow.python.lib.io.file_io', 'tensorflow.python.ops.gen_linalg_ops', 'tensorflow.python.ops.linalg_ops_impl', 'tensorflow.python.util._pywrap_determinism', 'tensorflow.python.util._pywrap_tensor_float_32_execution', 'tensorflow.python.framework.config', 'tensorflow.python.framework.random_seed', 'tensorflow.python.ops.gen_random_ops', 'tensorflow.python.ops.bitwise_ops', 'tensorflow.python.ops.gen_random_index_shuffle_ops', 'tensorflow.python.ops.gen_stateless_random_ops', 'tensorflow.python.ops.gen_stateless_random_ops_v2', 'tensorflow.python.ops.stateless_random_ops', 'tensorflow.python.ops.random_ops', 'tensorflow.python.ops.init_ops', 'tensorflow.python.framework.auto_control_deps_utils', 'packaging', 'packaging._structures', 'packaging.version', 'tensorflow.python.framework.graph_io', 'tensorflow.python.framework.graph_to_function_def', 'tensorflow.python.framework.function', 'tensorflow.python.framework.importer', 'tensorflow.python.framework.meta_graph', 'tensorflow.python.ops.gen_resource_variable_ops', 'tensorflow.python.ops.gen_state_ops', 'tensorflow.python.ops.state_ops', 'tensorflow.python.ops.variables', 'tensorflow.python.ops.resource_variable_ops', 'tensorflow.python.ops.variable_scope', 'tensorflow.python.training.training_util', 'tensorflow.python.training.checkpoint_state_pb2', 'tensorflow.python.checkpoint.checkpoint_management', 'tensorflow.python.ops.gen_io_ops', 'tensorflow.python.lib.io._pywrap_record_io', 'tensorflow.python.lib.io.tf_record', 'tensorflow.python.lib.io.python_io', 'tensorflow.python.ops.gen_parsing_ops', 'tensorflow.python.ops.io_ops', 'tensorflow.python.ops.gen_string_ops', 'tensorflow.python.ops.string_ops', 'tensorflow.python.platform.gfile', 'tensorflow.python.saved_model', 'tensorflow.python.saved_model.pywrap_saved_model.constants', 'tensorflow.python.saved_model.pywrap_saved_model.metrics', 'tensorflow.python.saved_model.pywrap_saved_model.fingerprinting', 'tensorflow.python.saved_model.pywrap_saved_model', 'tensorflow.python.util._pywrap_checkpoint_reader', 'tensorflow.python.training.py_checkpoint_reader', 'tensorflow.python.checkpoint.saveable_compat', 'tensorflow.python.distribute', 'tensorflow.python.distribute.parallel_device', 'tensorflow.python._pywrap_parallel_device', 'tensorflow.python.distribute.device_util', 'tensorflow.python.tpu', 'tensorflow.python.tpu.ops', 'tensorflow.python.ops.gen_tpu_ops', 'tensorflow.python.tpu.tpu_function', 'tensorflow.python.tpu.ops.tpu_ops', 'tensorflow.python.distribute.parallel_device.parallel_device', 'tensorflow.core.function.polymorphism', 'tensorflow.core.function.polymorphism.type_dispatch', 'tensorflow.core.function.polymorphism.function_cache', 'tensorflow.python.ops.unconnected_gradients', 'tensorflow.python.eager.imperative_grad', 'tensorflow.python.ops.default_gradient', 'tensorflow.python.eager.backprop', 'tensorflow.python.eager.forwardprop_util', 'tensorflow.python.eager.graph_only_ops', 'tensorflow.python.framework.auto_control_deps', 'tensorflow.python.saved_model.save_context', 'tensorflow.python.framework.func_graph', 'tensorflow.python.eager.function_context', 'tensorflow.python.saved_model.registration.registration', 'tensorflow.python.saved_model.registration', 'tensorflow.python.trackable.asset', 'tensorflow.python.trackable.resource', 'tensorflow.python.eager.function_saved_model_utils', 'tensorflow.python.eager.function_spec', 'tensorflow.python.ops.functional_ops', 'tensorflow.python.ops.control_flow_v2_func_graphs', 'tensorflow.python.ops.control_flow_state', 'tensorflow.python.ops.gradients_util', 'tensorflow.python.eager.function', 'tensorflow.python.ops.op_selector', 'tensorflow.python.eager.lift_to_graph', 'tensorflow.python.eager.def_function', 'tensorflow.python.trackable.python_state', 'tensorflow.python.trackable.trackable_utils', 'tensorflow.python.training.saving.saveable_object_util', 'tensorflow.python.training.saver', 'tensorflow.python.data.ops.iterator_ops', 'tensorflow.python.lib.core._pywrap_py_func', 'tensorflow.python.ops.gen_script_ops', 'tensorflow.python.ops.script_ops', 'tensorflow.python.data.ops.structured_function', 'tensorflow.python.data.util.random_seed', 'tensorflow.python.data.util.traverse', 'tensorflow.python.framework.smart_cond', 'tensorflow.python.ops.logging_ops', 'tensorflow.python.data.ops.dataset_ops', 'tensorflow.python.data.experimental.ops.data_service_ops', 'tensorflow.core.protobuf.service_config_pb2', 'tensorflow.python.data.experimental.service.server_lib', 'tensorflow.python.data.experimental.service', 'tensorflow.python.data.util.convert', 'tensorflow.python.data.experimental.ops.batching', 'tensorflow.python.data.experimental.ops.cardinality', 'tensorflow.python.data.experimental.ops.counter', 'tensorflow.python.data.experimental.ops.distribute', 'tensorflow.python.data.experimental.ops.enumerate_ops', 'tensorflow.python.data.experimental.ops.error_ops', 'tensorflow.python.data.experimental.ops.from_list', 'tensorflow.python.data.experimental.ops.get_single_element', 'tensorflow.python.data.experimental.ops.grouping', 'tensorflow.python.data.ops.readers', 'tensorflow.python.data.experimental.ops.interleave_ops', 'tensorflow.python.data.experimental.ops.io', 'tensorflow.core.util', 'tensorflow.core.util.event_pb2', 'tensorflow.python.client.timeline', 'tensorflow.python.training.session_run_hook', 'tensorflow.python.summary', 'tensorflow.python.summary.summary_iterator', 'tensorflow.python.summary.writer', 'tensorflow.python.summary.plugin_asset', 'tensorflow.python.client._pywrap_events_writer', 'tensorflow.python.summary.writer.event_file_writer', 'tensorflow.python.profiler.internal._pywrap_profiler', 'tensorflow.python.eager.profiler', 'tensorflow.python.ops.gen_summary_ops', 'tensorflow.python.ops.summary_op_util', 'tensorflow.python.ops.summary_ops_v2', 'tensorflow.python.summary.writer.event_file_writer_v2', 'tensorflow.python.summary.writer.writer', 'tensorflow.python.summary.writer.writer_cache', 'tensorflow.python.training.summary_io', 'tensorflow.python.training.basic_session_run_hooks', 'tensorflow.python.data.experimental.ops.iterator_ops', 'tensorflow.python.ops.gen_lookup_ops', 'tensorflow.python.ops.lookup_ops', 'tensorflow.python.data.experimental.ops.lookup_ops', 'opt_einsum.parser', 'opt_einsum.helpers', 'opt_einsum.blas', 'opt_einsum.paths', 'opt_einsum.path_random', '_decimal', 'decimal', 'opt_einsum.sharing', 'opt_einsum.backends.cupy', 'opt_einsum.backends.object_arrays', 'opt_einsum.backends.jax', 'opt_einsum.backends.tensorflow', 'opt_einsum.backends.theano', 'opt_einsum.backends.torch', 'opt_einsum.backends.dispatch', 'opt_einsum.backends', 'opt_einsum.contract', 'opt_einsum._version', 'opt_einsum', 'tensorflow.compiler', 'tensorflow.compiler.tf2xla', 'tensorflow.compiler.tf2xla.ops', 'tensorflow.compiler.tf2xla.ops.gen_xla_ops', 'tensorflow.python.ops.gen_special_math_ops', 'tensorflow.python.ops.special_math_ops', 'tensorflow.python.ops.sparse_ops', 'tensorflow.python.autograph.utils.context_managers', 'tensorflow.python.autograph.utils.misc', 'tensorflow.python.autograph.utils.py_func', 'tensorflow.python.autograph.utils.tensor_list', 'tensorflow.python.autograph.utils', 'tensorflow.python.autograph.utils.tensors', 'tensorflow.python.platform.device_context', 'tensorflow.python.ops.nn_ops', 'tensorflow.python.ops.sort_ops', 'tensorflow.python.autograph.operators.py_builtins', 'tensorflow.python.autograph.operators.variables', 'tensorflow.python.autograph.utils.ag_logging', 'tensorflow.python.data.experimental.ops.take_while_ops', 'tensorflow.python.types.distribute', 'tensorflow.python.autograph.operators.control_flow', 'tensorflow.python.autograph.operators.conditional_expressions', 'tensorflow.python.autograph.operators.data_structures', 'tensorflow.python.autograph.operators.exceptions', 'tensorflow.python.autograph.operators.logical', 'tensorflow.python.autograph.operators.slices', 'tensorflow.python.autograph.operators', 'tensorflow.python.autograph.core', 'tensorflow.python.autograph.pyct', 'gast.astn', 'gast.ast3', 'gast.gast', 'gast', 'tensorflow.python.autograph.pyct.anno', 'astunparse.unparser', 'astunparse.printer', 'astunparse', 'tensorflow.python.autograph.pyct.errors', 'tensorflow.python.autograph.pyct.inspect_utils', 'tensorflow.python.autograph.pyct.parser', 'tensorflow.python.autograph.pyct.qual_names', 'tensorflow.python.autograph.pyct.ast_util', 'tensorflow.python.autograph.pyct.templates', 'termcolor.termcolor', 'termcolor', 'tensorflow.python.autograph.pyct.pretty_printer', 'tensorflow.python.autograph.pyct.transformer', 'tensorflow.python.autograph.core.converter', 'tensorflow.python.autograph.impl', 'tensorflow.python.autograph.converters', 'tensorflow.python.autograph.converters.asserts', 'tensorflow.python.autograph.pyct.static_analysis', 'tensorflow.python.autograph.pyct.static_analysis.annos', 'tensorflow.python.autograph.pyct.static_analysis.activity', 'tensorflow.python.autograph.converters.break_statements', 'tensorflow.python.autograph.converters.call_trees', 'tensorflow.python.autograph.converters.conditional_expressions', 'tensorflow.python.autograph.converters.continue_statements', 'tensorflow.python.autograph.lang', 'tensorflow.python.autograph.lang.directives', 'tensorflow.python.autograph.pyct.cfg', 'tensorflow.python.autograph.pyct.origin_info', 'tensorflow.python.autograph.pyct.static_analysis.liveness', 'tensorflow.python.autograph.pyct.static_analysis.reaching_definitions', 'tensorflow.python.autograph.pyct.static_analysis.reaching_fndefs', 'tensorflow.python.autograph.converters.control_flow', 'tensorflow.python.autograph.converters.directives', 'tensorflow.python.autograph.converters.functions', 'tensorflow.python.autograph.converters.lists', 'tensorflow.python.autograph.converters.logical_expressions', 'tensorflow.python.autograph.converters.return_statements', 'tensorflow.python.autograph.converters.slices', 'tensorflow.python.autograph.converters.variables', 'tensorflow.python.autograph.core.ag_ctx', 'tensorflow.python.autograph.core.function_wrappers', 'tensorflow.python.autograph.core.unsupported_features_checker', 'tensorflow.python.autograph.core.config_lib', 'tensorflow.python.autograph.core.config', 'tensorflow.python.autograph.pyct.cache', 'tensorflow.python.autograph.impl.conversion', 'tensorflow.python.autograph.lang.special_functions', 'tensorflow.python.autograph.pyct.error_utils', 'tensorflow.python.autograph.pyct.loader', 'tensorflow.python.autograph.pyct.naming', 'tensorflow.python.autograph.pyct.transpiler', 'tensorflow.python.autograph.impl.api', 'tensorflow.python.util.all_util', 'tensorflow.python.autograph', 'tensorflow.python.ops.map_fn', 'tensorflow.python.ops.ragged.ragged_functional_ops', 'tensorflow.python.ops.ragged.ragged_math_ops', 'tensorflow.python.ops.parsing_config', 'tensorflow.python.ops.parsing_ops', 'tensorflow.python.data.experimental.ops.parsing_ops', 'tensorflow.python.data.experimental.ops.prefetching_ops', 'tensorflow.python.data.experimental.ops.random_ops', 'gzip', 'tensorflow.python.data.experimental.ops.readers', 'tensorflow.python.data.experimental.ops.resampling', 'tensorflow.python.data.experimental.ops.scan_ops', 'tensorflow.python.data.experimental.ops.shuffle_ops', 'tensorflow.python.data.experimental.ops.snapshot', 'tensorflow.python.data.experimental.ops.unique', 'tensorflow.python.data.experimental.ops.writers', 'tensorflow.python.data.experimental', 'tensorflow.python.data', 'tensorflow.python.feature_column', 'tensorflow.python.feature_column.utils', 'tensorflow.python.layers', 'tensorflow.python.keras.distribute', 'tensorflow.python.checkpoint.checkpoint_options', 'tensorflow.python.checkpoint.functional_saver', 'tensorflow.python.saved_model.revived_types', 'tensorflow.python.trackable.layer_utils', 'tensorflow.python.trackable.data_structures', 'tensorflow.python.trackable.converter', 'tensorflow.python.checkpoint.trackable_view', 'tensorflow.python.distribute.collective_util', 'tensorflow.python.distribute.distribution_strategy_context', 'tensorflow.python.distribute.numpy_dataset', 'tensorflow.python.distribute.reduce_util', 'tensorflow.python.distribute.packed_distributed_variable', 'tensorflow.python.saved_model.save_options', 'tensorflow.python.distribute.values_util', 'tensorflow.python.distribute.values', 'tensorflow.python.ops.custom_gradient', 'tensorflow.python.ops.losses', 'tensorflow.python.ops.confusion_matrix', 'tensorflow.python.ops.gen_ctc_ops', 'tensorflow.python.ops.inplace_ops', 'tensorflow.python.ops.linalg_ops', 'tensorflow.python.ops.nn_grad', 'tensorflow.python.ops.ctc_ops', 'tensorflow.python.ops.clip_ops', 'tensorflow.python.ops.data_flow_ops', 'tensorflow.python.ops.data_flow_grad', 'tensorflow.python.ops.embedding_ops', 'tensorflow.python.ops.gen_candidate_sampling_ops', 'tensorflow.python.ops.candidate_sampling_ops', 'tensorflow.python.ops.losses.util', 'tensorflow.python.ops.nn_impl', 'tensorflow.python.ops.nn', 'tensorflow.python.ops.gen_set_ops', 'tensorflow.python.ops.sets_impl', 'tensorflow.python.ops.sets', 'tensorflow.python.ops.weights_broadcast_ops', 'tensorflow.python.ops.losses.losses_impl', 'tensorflow.python.distribute.distribute_lib', 'tensorflow.compiler.xla', 'tensorflow.compiler.xla.experimental', 'tensorflow.compiler.xla.experimental.xla_sharding', 'tensorflow.compiler.tf2xla.python', 'tensorflow.python.ops.gen_manip_ops', 'tensorflow.python.ops.manip_ops', 'tensorflow.python.ops.numpy_ops.np_export', 'tensorflow.python.ops.numpy_ops.np_dtypes', 'tensorflow.python.ops.numpy_ops.np_arrays', 'tensorflow.python.ops.numpy_ops.np_utils', 'tensorflow.python.ops.numpy_ops.np_array_ops', 'tensorflow.python.ops.numpy_ops.np_random', 'tensorflow.python.ops.numpy_ops.np_math_ops', 'tensorflow.python.ops.numpy_ops.np_config', 'tensorflow.python.ops.numpy_ops', 'tensorflow.compiler.tf2xla.python.xla', 'tensorflow.compiler.xla.xla_data_pb2', 'tensorflow.compiler.xla.experimental.xla_sharding.xla_sharding', 'tensorflow.core.protobuf.tpu', 'tensorflow.core.protobuf.tpu.dynamic_padding_pb2', 'tensorflow.compiler.xla.service', 'tensorflow.compiler.xla.service.hlo_pb2', 'tensorflow.core.protobuf.tpu.optimization_parameters_pb2', 'tensorflow.core.protobuf.tpu.tpu_embedding_configuration_pb2', 'tensorflow.python.compiler', 'tensorflow.python.compiler.xla.jit', 'tensorflow.compiler.jit', 'tensorflow.compiler.jit.ops', 'tensorflow.compiler.jit.ops.xla_ops', 'tensorflow.compiler.jit.ops.xla_ops_grad', 'tensorflow.python.distribute.summary_op_util', 'tensorflow.python.compiler.xla.xla', 'tensorflow.python.compiler.xla', 'tensorflow.core.protobuf.tpu.topology_pb2', 'tensorflow.python.tpu.topology', 'tensorflow.python.tpu.device_assignment', 'tensorflow.python.tpu.tpu_name_util', 'tensorflow.python.tpu.tpu_sharding', 'tensorflow.python.tpu.tpu_feed', 'tensorflow.python.tpu.tpu', 'tensorflow.python.distribute.tpu_util', 'tensorflow.python.ops.gen_tpu_partition_ops', 'tensorflow.python.distribute.tpu_replicated_variable', 'tensorflow.python.distribute.tpu_values', 'tensorflow.python.distribute.distribute_utils', 'tensorflow.python.ops.gen_image_ops', 'tensorflow.python.ops.gen_spectral_ops', 'tensorflow.python.platform.flags', 'tensorflow.python.ops.parallel_for.pfor', 'tensorflow.python.ops.parallel_for.control_flow_ops', 'tensorflow.python.ops.array_grad', 'tensorflow.python.ops.control_flow_grad', 'tensorflow.python.ops.image_grad', 'tensorflow.python.ops.linalg', 'tensorflow.python.ops.linalg.linalg_impl', 'tensorflow.python.ops.linalg_grad', 'tensorflow.python.ops.manip_grad', 'tensorflow.python.ops.math_grad', 'tensorflow.python.ops.optional_grad', 'tensorflow.python.ops.random_grad', 'tensorflow.python.ops.gradients_impl', 'tensorflow.python.ops.parallel_for.gradients', 'tensorflow.python.ops.parallel_for', 'tensorflow.python.eager.forwardprop', 'tensorflow.python.ops.gradients', 'tensorflow.python.training.slot_creator', 'tensorflow.python.training.optimizer', 'tensorflow.python.checkpoint.util', 'tensorflow.python.checkpoint.graph_view', 'tensorflow.python.checkpoint.restore', 'tensorflow.python.saved_model.constants', 'tensorflow.python.framework.immutable_dict', 'tensorflow.python.framework.extension_type_field', 'tensorflow.core.protobuf.composite_tensor_variant_pb2', 'tensorflow.python.ops.gen_composite_tensor_ops', 'tensorflow.python.ops.composite_tensor_ops', 'tensorflow.python.framework.extension_type', 'tensorflow.python.saved_model.nested_structure_coder', 'tensorflow.python.saved_model.utils_impl', 'tensorflow.python.trackable.autotrackable', 'tensorflow.python.checkpoint.checkpoint', 'tensorflow.python.keras.backend_config', 'tensorflow.python.distribute.distribute_coordinator_context', 'tensorflow.python.ops.resources', 'google.protobuf.json_format', 'tensorflow.python.summary.summary', 'tensorflow.python.training.coordinator', 'tensorflow.core.protobuf.queue_runner_pb2', 'tensorflow.python.training.queue_runner_impl', 'tensorflow.python.training.queue_runner', 'tensorflow.python.training.session_manager', 'tensorflow.python.training.monitored_session', 'tensorflow.core.protobuf.device_filters_pb2', 'tensorflow.core.protobuf.tensorflow_server_pb2', 'tensorflow.python.training.server_lib', 'tensorflow.python.keras.distribute.distribute_coordinator_utils', 'tensorflow.python.keras.engine', 'tensorflow.python.keras.utils', 'tensorflow.python.keras.utils.object_identity', 'tensorflow.python.ops.gen_ragged_array_ops', 'tensorflow.python.ops.ragged.dynamic_ragged_shape', 'tensorflow.python.ops.ragged.ragged_array_ops', 'tensorflow.python.ops.ragged.ragged_gather_ops', 'tensorflow.python.ops.ragged.ragged_getitem', 'tensorflow.python.ops.ragged.ragged_operators', 'tensorflow.python.keras.engine.keras_tensor', 'tensorflow.python.keras.utils.control_flow_util', 'tensorflow.python.keras.utils.tf_contextlib', 'tensorflow.python.keras.utils.tf_inspect', 'tensorflow.python.ops.image_ops_impl', 'tensorflow.python.ops.image_ops', 'tensorflow.python.ops.tensor_array_grad', 'tensorflow.python.training.moving_averages', 'tensorflow.python.util.keras_deps', 'tensorflow.python.keras.backend', 'tensorflow.python.keras.distribute.distributed_training_utils', 'tensorflow.python.keras.utils.generic_utils', 'tensorflow.python.keras.constraints', 'tensorflow.python.keras.initializers.initializers_v1', 'tensorflow.python.keras.initializers.initializers_v2', 'tensorflow.python.keras.initializers', 'tensorflow.python.keras.regularizers', 'tensorflow.python.distribute.coordinator', 'array', 'multiprocessing.dummy.connection', 'multiprocessing.dummy', 'multiprocessing.util', '_multiprocessing', 'multiprocessing.connection', 'multiprocessing.pool', 'tensorflow.core.framework.device_attributes_pb2', 'tensorflow.python.client._pywrap_device_lib', 'tensorflow.python.client.device_lib', 'tensorflow.python.ops.gen_collective_ops', 'tensorflow.python.ops.collective_ops', 'tensorflow.python.ops.gen_nccl_ops', 'tensorflow.python.ops.nccl_ops', 'tensorflow.python.distribute.cross_device_utils', 'tensorflow.python.distribute.coordinator.coordinator_context', 'tensorflow.python.distribute.ps_values', 'tensorflow.core.framework.kernel_def_pb2', 'tensorflow.python.framework.kernels', 'tensorflow.python.distribute.cross_device_ops', 'tensorflow.python.data.ops.multi_device_iterator_ops', 'tensorflow.python.distribute.input_ops', 'tensorflow.python.distribute.input_lib', 'tensorflow.python.distribute.v1', 'tensorflow.python.distribute.v1.input_lib', 'tensorflow.python.distribute.input_util', 'tensorflow.python.distribute.shared_variable_creator', 'tensorflow.python.distribute.mirrored_run', 'tensorflow.python.distribute.multi_worker_util', 'tensorflow.python.distribute.cluster_resolver.cluster_resolver', 'tensorflow.python.distribute.cluster_resolver.gce_cluster_resolver', 'tensorflow.python.distribute.cluster_resolver.kubernetes_cluster_resolver', 'tensorflow.python.distribute.cluster_resolver.slurm_cluster_resolver', 'tensorflow.python.distribute.cluster_resolver.tfconfig_cluster_resolver', 'tensorflow.python.distribute.cluster_resolver.tpu', 'tensorflow.python.tpu.tpu_system_metadata', 'tensorflow.python.tpu.client', 'six.moves.urllib', 'six.moves.urllib.error', 'tensorflow.python.tpu.client.client', 'tensorflow.python.distribute.cluster_resolver.tpu.tpu_cluster_resolver', 'tensorflow.python.distribute.cluster_resolver.tpu_cluster_resolver', 'tensorflow.python.distribute.cluster_resolver', 'tensorflow.python.training.device_setter', 'tensorflow.python.distribute.parameter_server_strategy', 'tensorflow.python.ops.partitioned_variables', 'tensorflow.python.distribute.sharded_variable', 'tensorflow.python.platform.remote_utils', 'tensorflow.python.eager.remote', 'tensorflow.python.distribute.parameter_server_strategy_v2', 'tensorflow.python.distribute.coordinator.metric_utils', 'tensorflow.python.distribute.coordinator.values', 'tensorflow.python.distribute.coordinator.watchdog', 'tensorflow.python.eager.cancellation', 'tensorflow.python.distribute.coordinator.cluster_coordinator', 'tensorflow.python.keras.utils.tf_utils', 'tensorflow.python.keras.engine.base_layer_utils', 'tensorflow.python.keras.engine.input_spec', 'tensorflow.python.keras.saving', 'tensorflow.python.keras.saving.saved_model', 'tensorflow.python.keras.saving.saved_model.json_utils', 'tensorflow.python.keras.engine.node', 'tensorflow.python.keras.mixed_precision', 'tensorflow.python.keras.mixed_precision.autocast_variable', 'tensorflow.python.distribute.mirrored_strategy', 'tensorflow.python.tpu.tpu_strategy_util', 'tensorflow.python.distribute.collective_all_reduce_strategy', 'tensorflow.python.distribute.one_device_strategy', 'tensorflow.python.tpu.tpu_hardware_feature', 'tensorflow.python.platform.analytics', 'tensorflow.python.tpu.tensor_tracer_flags', 'tensorflow.python.tpu.tensor_tracer_pb2', 'tensorflow.python.tpu.tensor_tracer_report', 'tensorflow.python.tpu.tensor_tracer', 'tensorflow.python.tpu.training_loop', 'tensorflow.python.distribute.tpu_strategy', 'tensorflow.python.keras.optimizer_v1', 'tensorflow.python.keras.optimizer_v2', 'tensorflow.python.distribute.central_storage_strategy', 'tensorflow.python.keras.optimizer_v2.learning_rate_schedule', 'tensorflow.python.keras.optimizer_v2.utils', 'tensorflow.python.keras.utils.layer_utils', 'tensorflow.python.keras.optimizer_v2.optimizer_v2', 'tensorflow.python.ops.gen_training_ops', 'tensorflow.python.training.gen_training_ops', 'tensorflow.python.keras.optimizer_v2.adadelta', 'tensorflow.python.keras.optimizer_v2.adagrad', 'tensorflow.python.keras.optimizer_v2.adam', 'tensorflow.python.keras.optimizer_v2.adamax', 'tensorflow.python.keras.optimizer_v2.ftrl', 'tensorflow.python.keras.optimizer_v2.gradient_descent', 'tensorflow.python.keras.optimizer_v2.nadam', 'tensorflow.python.keras.optimizer_v2.rmsprop', 'tensorflow.python.keras.optimizers', 'tensorflow.python.training.experimental.loss_scale', 'tensorflow.python.keras.mixed_precision.loss_scale', 'tensorflow.python.trackable.base_delegate', 'tensorflow.python.training.experimental.loss_scale_optimizer', 'tensorflow.python.training.experimental.mixed_precision', 'tensorflow.python.keras.mixed_precision.loss_scale_optimizer', 'tensorflow.python.keras.mixed_precision.device_compatibility_check', 'tensorflow.python.keras.mixed_precision.policy', 'tensorflow.python.keras.saving.saved_model.utils', 'tensorflow.python.keras.saving.saved_model.base_serialization', 'tensorflow.python.keras.saving.saved_model.constants', 'tensorflow.python.keras.utils.losses_utils', 'tensorflow.python.ops.ragged.ragged_map_ops', 'tensorflow.python.keras.losses', 'tensorflow.python.keras.utils.version_utils', 'tensorflow.python.keras.utils.io_utils', 'tensorflow.python.keras.saving.saving_utils', 'tensorflow.python.keras.protobuf', 'tensorflow.python.keras.protobuf.versions_pb2', 'tensorflow.python.keras.protobuf.saved_metadata_pb2', 'tensorflow.python.keras.saving.saved_model.serialized_attributes', 'tensorflow.python.keras.utils.metrics_utils', 'tensorflow.python.framework.function_def_to_graph', 'tensorflow.python.saved_model.function_deserialization', 'tensorflow.python.saved_model.load_options', 'tensorflow.python.eager.wrap_function', 'tensorflow.core.protobuf.saved_model_pb2', 'tensorflow.python.saved_model.signature_constants', 'tensorflow.python.saved_model.signature_def_utils_impl', 'tensorflow.python.saved_model.signature_def_utils', 'tensorflow.python.saved_model.loader_impl', 'tensorflow.python.saved_model.function_serialization', 'tensorflow.python.saved_model.signature_serialization', 'tensorflow.python.saved_model.load_v1_in_v2', 'tensorflow.python.saved_model.load', 'tensorflow.python.keras.saving.saved_model.load', 'tensorflow.python.keras.saving.saved_model.save_impl', 'tensorflow.python.keras.saving.saved_model.layer_serialization', 'tensorflow.python.module', 'tensorflow.python.module.module', 'tensorflow.python.keras.engine.base_layer', 'tensorflow.python.keras.engine.input_layer', 'tensorflow.python.keras.engine.training_utils', 'tarfile', 'six.moves.urllib.request', 'tensorflow.python.keras.utils.data_utils', 'tensorflow.python.keras.utils.dataset_creator', 'tensorflow.python.keras.engine.data_adapter', 'tensorflow.python.keras.engine.base_preprocessing_layer', 'tensorflow.python.keras.layers.advanced_activations', 'tensorflow.python.keras.utils.conv_utils', 'tensorflow.python.keras.layers.pooling', 'tensorflow.python.keras.layers.convolutional', 'tensorflow.python.ops.gen_cudnn_rnn_ops', 'tensorflow.python.ops.cudnn_rnn_grad', 'tensorflow.python.ops.gen_rnn_ops', 'tensorflow.python.ops.rnn_grad', 'tensorflow.python.ops.sparse_grad', 'tensorflow.python.ops.state_grad', 'tensorflow.python.ops.gen_batch_ops', 'tensorflow.python.ops.batch_ops', 'tensorflow.python.ops.critical_section_ops', 'tensorflow.python.ops.histogram_ops', 'tensorflow.python.ops.numerics', 'tensorflow.python.ops.gen_decode_proto_ops', 'tensorflow.python.ops.gen_encode_proto_ops', 'tensorflow.python.ops.proto_ops', 'tensorflow.python.ops.ragged.ragged_tensor_shape', 'tensorflow.python.ops.ragged.ragged_dispatch', 'tensorflow.python.ops.template', 'distutils.version', 'tensorflow.compiler.tf2tensorrt', 'tensorflow.compiler.tf2tensorrt._pywrap_py_utils', 'tensorflow.python.compiler.tensorrt.utils', 'tensorflow.python.grappler', 'tensorflow.python.grappler._pywrap_tf_optimizer', 'tensorflow.core.grappler', 'tensorflow.core.grappler.costs', 'tensorflow.core.protobuf.device_properties_pb2', 'tensorflow.core.grappler.costs.op_performance_data_pb2', 'tensorflow.python.grappler._pywrap_tf_cluster', 'tensorflow.python.grappler.cluster', 'tensorflow.python.grappler.tf_optimizer', 'tensorflow.python.framework.convert_to_constants', 'tensorflow.python.saved_model.builder_impl', 'tensorflow.python.saved_model.builder', 'tensorflow.python.saved_model.loader', 'tensorflow.python.saved_model.tag_constants', 'tensorflow.python.saved_model.save', 'tensorflow.compiler.tf2tensorrt.ops', 'tensorflow.compiler.tf2tensorrt.ops.gen_trt_ops', 'tensorflow.python.compiler.tensorrt.trt_convert', 'tensorflow.python.compiler.tensorrt', 'tensorflow.python.ops.standard_ops', 'tensorflow.python.keras.layers.core', 'tensorflow.python.keras.layers.dense_attention', 'tensorflow.python.keras.layers.embeddings', 'tensorflow.python.keras.layers.merge', 'tensorflow.python.keras.layers.recurrent', 'tensorflow.python.platform.sysconfig', 'tensorflow.python.keras.layers.recurrent_v2', 'tensorflow.python.keras.layers.convolutional_recurrent', 'tensorflow.python.keras.layers.cudnn_recurrent', 'tensorflow.python.keras.layers.legacy_rnn', 'tensorflow.python.keras.layers.legacy_rnn.rnn_cell_wrapper_impl', 'tensorflow.python.keras.layers.rnn_cell_wrapper_v2', 'tensorflow.python.keras.layers.serialization', 'tensorflow.python.keras.layers', 'tensorflow.python.keras.activations', 'tensorflow.python.keras.saving.saved_model.metric_serialization', 'tensorflow.python.keras.metrics', 'tensorflow.python.keras.distribute.distributed_file_utils', 'tensorflow.python.saved_model.model_utils.export_output', 'tensorflow.python.saved_model.utils', 'tensorflow.python.saved_model.model_utils.mode_keys', 'tensorflow.python.saved_model.model_utils.export_utils', 'tensorflow.python.saved_model.model_utils', 'tensorflow.python.keras.utils.mode_keys', 'tensorflow.python.keras.distribute.worker_training_state', 'tensorflow.python.profiler.profiler_v2', 'urllib3.packages', 'urllib3.packages.six', 'urllib3.packages.six.moves', 'urllib3.packages.six.moves.http_client', 'urllib3.exceptions', 'urllib3._version', 'urllib3.contrib', 'urllib3.contrib._appengine_environ', 'urllib3.util.wait', 'urllib3.util.connection', '_cffi_backend', '_brotli.lib', '_brotli', 'brotli._brotli', 'brotli.brotli', 'brotli', 'urllib3.util.request', 'urllib3.util.response', 'urllib3.util.retry', 'urllib3.util.url', 'urllib3.util.ssltransport', 'urllib3.util.ssl_', 'urllib3.util.timeout', 'urllib3.util', 'urllib3.util.proxy', 'urllib3._collections', 'ipaddress', 'urllib3.util.ssl_match_hostname', 'urllib3.connection', 'mimetypes', 'urllib3.fields', 'urllib3.filepost', 'urllib3.packages.six.moves.urllib', 'urllib3.packages.six.moves.urllib.parse', 'urllib3.request', 'urllib3.response', 'urllib3.util.queue', 'urllib3.connectionpool', 'urllib3.poolmanager', 'urllib3', 'charset_normalizer.assets', 'charset_normalizer.constant', 'unicodedata2', 'charset_normalizer.utils', 'charset_normalizer.md', 'charset_normalizer.models', 'charset_normalizer.cd', 'charset_normalizer.api', 'charset_normalizer.legacy', 'charset_normalizer.version', 'charset_normalizer', 'http.cookiejar', 'http.cookies', 'requests.compat', 'requests.exceptions', 'requests.packages.urllib3.packages', 'requests.packages.urllib3.packages.six', 'requests.packages.urllib3.packages.six.moves', 'requests.packages.urllib3.packages.six.moves.http_client', 'requests.packages.urllib3.exceptions', 'requests.packages.urllib3._version', 'requests.packages.urllib3.contrib', 'requests.packages.urllib3.contrib._appengine_environ', 'requests.packages.urllib3.util.wait', 'requests.packages.urllib3.util.connection', 'requests.packages.urllib3.util.request', 'requests.packages.urllib3.util.response', 'requests.packages.urllib3.util.retry', 'requests.packages.urllib3.util.url', 'requests.packages.urllib3.util.ssltransport', 'requests.packages.urllib3.util.ssl_', 'requests.packages.urllib3.util.timeout', 'requests.packages.urllib3.util', 'requests.packages.urllib3.util.proxy', 'requests.packages.urllib3._collections', 'requests.packages.urllib3.util.ssl_match_hostname', 'requests.packages.urllib3.connection', 'requests.packages.urllib3.fields', 'requests.packages.urllib3.filepost', 'requests.packages.urllib3.packages.six.moves.urllib', 'requests.packages.urllib3.packages.six.moves.urllib.parse', 'requests.packages.urllib3.request', 'requests.packages.urllib3.response', 'requests.packages.urllib3.util.queue', 'requests.packages.urllib3.connectionpool', 'requests.packages.urllib3.poolmanager', 'requests.packages.urllib3', 'idna.package_data', 'idna.idnadata', 'idna.intranges', 'idna.core', 'idna', 'requests.packages.idna.package_data', 'requests.packages.idna.idnadata', 'requests.packages.idna.intranges', 'requests.packages.idna.core', 'requests.packages.idna', 'requests.packages.chardet', 'requests.packages', 'certifi.core', 'certifi', 'requests.certs', 'requests.__version__', 'requests._internal_utils', 'requests.cookies', 'requests.structures', 'requests.utils', 'requests.auth', 'stringprep', 'encodings.idna', 'requests.hooks', 'requests.status_codes', 'requests.models', 'socks', 'urllib3.contrib.socks', 'requests.adapters', 'requests.sessions', 'requests.api', 'requests', 'tensorflow.python.keras.callbacks', 'tensorflow.python.keras.engine.compile_utils', 'tensorflow.python.keras.saving.model_config', 'h5py._errors', '_cython_0_29_33', 'h5py.defs', 'h5py._objects', 'h5py.h5py_warnings', 'h5py.h5', 'h5py.version', 'h5py.h5r', 'h5py.utils', 'h5py.h5s', 'h5py.h5ac', 'h5py.h5p', 'h5py.h5t', 'h5py._conv', 'h5py.h5z', 'h5py._proxy', 'h5py.h5a', 'h5py.h5d', 'h5py.h5ds', 'h5py.h5g', 'h5py.h5i', 'h5py.h5f', 'h5py.h5fd', 'h5py.h5pl', 'h5py._hl', 'h5py._hl.compat', 'h5py._hl.filters', 'h5py._hl.base', 'h5py.h5o', 'h5py.h5l', 'h5py._selector', 'h5py._hl.selections', 'h5py._hl.selections2', 'h5py._hl.datatype', 'h5py._hl.vds', 'h5py._hl.dataset', 'h5py._hl.group', 'h5py._hl.files', 'h5py._hl.attrs', 'h5py', 'tensorflow.python.keras.saving.hdf5_format', 'tensorflow.python.keras.saving.saved_model.load_context', 'tensorflow.python.keras.saving.saved_model.save', 'tensorflow.python.keras.saving.save', 'tensorflow.python.keras.saving.saved_model.model_serialization', 'tensorflow.python.keras.engine.training', 'tensorflow.python.keras.saving.saved_model.network_serialization', 'tensorflow.python.keras.engine.functional', 'tensorflow.python.keras.engine.sequential', 'tensorflow.python.keras.engine.training_utils_v1', 'tensorflow.python.keras.distribute.distributed_training_utils_v1', 'scipy._lib._testutils', 'scipy._lib', 'scipy._lib.deprecation', 'scipy.__config__', 'scipy.version', 'scipy._distributor_init', 'scipy._lib._pep440', 'scipy._lib._ccallback_c', 'scipy._lib._ccallback', 'scipy', 'scipy._lib._util', 'scipy.sparse._sputils', 'scipy.sparse._base', 'scipy.sparse._sparsetools', 'scipy.sparse._data', 'scipy.sparse._index', 'scipy.sparse._compressed', 'scipy.sparse._csr', 'scipy.sparse._csc', 'scipy.sparse._csparsetools', 'scipy.sparse._lil', 'scipy.sparse._dok', 'scipy.sparse._coo', 'scipy.sparse._dia', 'scipy.sparse._bsr', 'scipy.sparse._construct', 'scipy.sparse._extract', 'scipy.sparse._matrix_io', 'scipy.sparse._arrays', 'scipy.sparse.linalg._isolve._iterative', 'scipy.sparse.linalg._interface', 'scipy.sparse.linalg._isolve.utils', 'scipy._lib.decorator', 'scipy._lib._threadsafety', 'scipy.sparse.linalg._isolve.iterative', 'scipy.sparse.linalg._isolve.minres', 'scipy.linalg._fblas', 'scipy.linalg.blas', 'scipy.linalg._flapack', 'scipy.linalg.lapack', 'scipy.linalg._misc', 'scipy.linalg._cythonized_array_utils', 'scipy.linalg._flinalg', 'scipy.linalg._flinalg_py', 'scipy.linalg._decomp', 'scipy.linalg._decomp_svd', 'scipy.linalg._solve_toeplitz', 'scipy.linalg._basic', 'scipy.linalg._decomp_lu', 'scipy.linalg._decomp_ldl', 'scipy.linalg._decomp_cholesky', 'scipy.linalg._decomp_qr', 'scipy.linalg._decomp_qz', 'scipy.linalg._decomp_schur', 'scipy.linalg._decomp_polar', 'scipy.linalg._special_matrices', 'scipy.linalg._expm_frechet', 'scipy.linalg._matfuncs_sqrtm_triu', 'scipy.linalg._matfuncs_sqrtm', 'scipy.linalg.cython_lapack', 'scipy.linalg.cython_blas', 'scipy.linalg._matfuncs_expm', 'scipy.linalg._matfuncs', 'scipy.linalg._solvers', 'scipy.linalg._procrustes', 'scipy.linalg._decomp_update', 'scipy.linalg._sketches', 'scipy.linalg._decomp_cossin', 'scipy.linalg.decomp', 'scipy.linalg.decomp_cholesky', 'scipy.linalg.decomp_lu', 'scipy.linalg.decomp_qr', 'scipy.linalg.decomp_svd', 'scipy.linalg.decomp_schur', 'scipy.linalg.basic', 'scipy.linalg.misc', 'scipy.linalg.special_matrices', 'scipy.linalg.flinalg', 'scipy.linalg.matfuncs', 'scipy.linalg', 'scipy.sparse.linalg._isolve._gcrotmk', 'scipy.sparse.linalg._isolve.lgmres', 'scipy.sparse.linalg._isolve.lsqr', 'scipy.sparse.linalg._isolve.lsmr', 'scipy.sparse.linalg._isolve.tfqmr', 'scipy.sparse.linalg._isolve', 'scipy.sparse.linalg._dsolve._superlu', 'scipy.sparse.linalg._dsolve.linsolve', 'scipy.sparse.linalg._dsolve._add_newdocs', 'scipy.sparse.linalg._dsolve', 'scipy.sparse.linalg._eigen.arpack._arpack', 'scipy.sparse.linalg._eigen.arpack.arpack', 'scipy.sparse.linalg._eigen.arpack', 'scipy.sparse.linalg._eigen.lobpcg.lobpcg', 'scipy.sparse.linalg._eigen.lobpcg', 'scipy.sparse.linalg._eigen._svds', 'scipy.sparse.linalg._eigen', 'scipy.sparse.linalg._onenormest', 'scipy.sparse.linalg._expm_multiply', 'scipy.sparse.linalg._matfuncs', 'scipy.sparse.linalg._norm', 'scipy.sparse.linalg.isolve', 'scipy.sparse.linalg.dsolve', 'scipy.sparse.linalg.interface', 'scipy.sparse.linalg.eigen', 'scipy.sparse.linalg.matfuncs', 'scipy.sparse.linalg', 'scipy.sparse.csgraph._laplacian', 'scipy.sparse.csgraph._tools', 'scipy.sparse.csgraph._validation', 'scipy.sparse.csgraph._shortest_path', 'scipy.sparse.csgraph._traversal', 'scipy.sparse.csgraph._min_spanning_tree', 'scipy.sparse.csgraph._flow', 'scipy.sparse.csgraph._matching', 'scipy.sparse.csgraph._reordering', 'scipy.sparse.csgraph', 'scipy.sparse.base', 'scipy.sparse.bsr', 'scipy.sparse.compressed', 'scipy.sparse.construct', 'scipy.sparse.coo', 'scipy.sparse.csc', 'scipy.sparse.csr', 'scipy.sparse.data', 'scipy.sparse.dia', 'scipy.sparse.dok', 'scipy.sparse.extract', 'scipy.sparse.lil', 'scipy.sparse.sparsetools', 'scipy.sparse.sputils', 'scipy.sparse', 'tensorflow.python.keras.engine.training_arrays_v1', 'tensorflow.python.keras.engine.partial_batch_padding_handler', 'tensorflow.python.keras.engine.training_distributed_v1', 'tensorflow.python.keras.engine.training_eager_v1', 'tensorflow.python.keras.engine.training_generator_v1', 'tensorflow.python.keras.engine.training_v1', 'tensorflow.python.keras.models', 'tensorflow.python.keras', 'tensorflow.python.keras.legacy_tf_layers', 'tensorflow.python.keras.legacy_tf_layers.variable_scope_shim', 'tensorflow.python.keras.legacy_tf_layers.base', 'tensorflow.python.layers.base', 'tensorflow.python.training.checkpoint_utils', 'tensorflow.python.feature_column.feature_column', 'tensorflow.python.feature_column.feature_column_v2', 'tensorflow.python.feature_column.sequence_feature_column', 'tensorflow.python.feature_column.serialization', 'tensorflow.python.feature_column.feature_column_lib', 'tensorflow.python.ops.gen_count_ops', 'tensorflow.python.ops.bincount_ops', 'tensorflow.python.ops.control_flow_util_v2', 'tensorflow.python.ops.cond_v2', 'tensorflow.python.ops.gradient_checker_v2', 'tensorflow.python.ops.metrics_impl', 'tensorflow.python.ops.metrics', 'tensorflow.python.ops.gen_stateful_random_ops', 'tensorflow.python.ops.stateful_random_ops', 'tensorflow.python.ops.while_v2_indexed_slices_rewriter', 'tensorflow.python.ops.while_v2', 'tensorflow.python.ops.distributions', 'tensorflow.python.ops.distributions.kullback_leibler', 'tensorflow.python.ops.distributions.util', 'tensorflow.python.ops.distributions.distribution', 'tensorflow.python.ops.distributions.bernoulli', 'tensorflow.python.ops.distributions.beta', 'tensorflow.python.ops.distributions.categorical', 'tensorflow.python.ops.distributions.dirichlet', 'tensorflow.python.ops.distributions.dirichlet_multinomial', 'tensorflow.python.ops.distributions.gamma', 'tensorflow.python.ops.distributions.exponential', 'tensorflow.python.ops.distributions.special_math', 'tensorflow.python.ops.distributions.laplace', 'tensorflow.python.ops.distributions.multinomial', 'tensorflow.python.ops.distributions.normal', 'tensorflow.python.ops.distributions.student_t', 'tensorflow.python.ops.distributions.uniform', 'tensorflow.python.ops.distributions.distributions', 'tensorflow.python.ops.linalg.linear_operator_algebra', 'tensorflow.python.ops.linalg.linear_operator_util', 'tensorflow.python.ops.linalg.slicing', 'tensorflow.python.ops.linalg.linear_operator', 'tensorflow.python.ops.linalg.linear_operator_adjoint', 'tensorflow.python.ops.linalg.linear_operator_block_diag', 'tensorflow.python.ops.signal', 'tensorflow.python.ops.signal.fft_ops', 'tensorflow.python.ops.linalg.linear_operator_circulant', 'tensorflow.python.ops.linalg.linear_operator_diag', 'tensorflow.python.ops.linalg.linear_operator_householder', 'tensorflow.python.ops.linalg.linear_operator_identity', 'tensorflow.python.ops.linalg.linear_operator_kronecker', 'tensorflow.python.ops.linalg.adjoint_registrations', 'tensorflow.python.ops.linalg.linear_operator_lower_triangular', 'tensorflow.python.ops.linalg.cholesky_registrations', 'tensorflow.python.ops.linalg.linear_operator_full_matrix', 'tensorflow.python.ops.linalg.linear_operator_addition', 'tensorflow.python.ops.linalg.linear_operator_block_lower_triangular', 'tensorflow.python.ops.linalg.linear_operator_inversion', 'tensorflow.python.ops.linalg.inverse_registrations', 'tensorflow.python.ops.linalg.linear_operator_composition', 'tensorflow.python.ops.linalg.linear_operator_zeros', 'tensorflow.python.ops.linalg.registrations_util', 'tensorflow.python.ops.linalg.matmul_registrations', 'tensorflow.python.ops.linalg.solve_registrations', 'tensorflow.python.ops.linalg.linear_operator_low_rank_update', 'tensorflow.python.ops.linalg.linear_operator_permutation', 'tensorflow.python.ops.linalg.linear_operator_toeplitz', 'tensorflow.python.ops.linalg.linear_operator_tridiag', 'tensorflow.python.ops.linalg.linalg', 'tensorflow.python.ops.linalg.sparse', 'tensorflow.python.ops.linalg.sparse.conjugate_gradient', 'tensorflow.python.ops.linalg.sparse.gen_sparse_csr_matrix_ops', 'tensorflow.python.ops.linalg.sparse.sparse_csr_matrix_ops', 'tensorflow.python.ops.linalg.sparse.sparse_csr_matrix_grad', 'tensorflow.python.ops.linalg.sparse.sparse', 'tensorflow.python.ops.losses.losses', 'tensorflow.python.ops.ragged.ragged_batch_gather_ops', 'tensorflow.python.ops.ragged.ragged_concat_ops', 'tensorflow.python.ops.ragged.ragged_where_op', 'tensorflow.python.ops.ragged.ragged_batch_gather_with_default_op', 'tensorflow.python.ops.ragged.ragged_check_ops', 'tensorflow.python.ops.ragged.ragged_conversion_ops', 'tensorflow.python.ops.ragged.ragged_factory_ops', 'tensorflow.python.ops.ragged.ragged_image_ops', 'tensorflow.python.ops.ragged.ragged_squeeze_op', 'tensorflow.python.ops.ragged.ragged_string_ops', 'tensorflow.python.ops.ragged.ragged_ops', 'tensorflow.python.ops.signal.dct_ops', 'fractions', 'tensorflow.python.ops.signal.util_ops', 'tensorflow.python.ops.signal.shape_ops', 'tensorflow.python.ops.signal.mel_ops', 'tensorflow.python.ops.signal.mfcc_ops', 'tensorflow.python.ops.signal.reconstruction_ops', 'tensorflow.python.ops.signal.window_ops', 'tensorflow.python.ops.signal.spectral_ops', 'tensorflow.python.ops.signal.signal', 'tensorflow.python.ops.structured', 'tensorflow.python.ops.structured.structured_tensor', 'tensorflow.python.ops.structured.structured_array_ops', 'tensorflow.python.ops.structured.structured_ops', 'tensorflow.core.profiler', 'tensorflow.core.profiler.tfprof_log_pb2', 'tensorflow.core.profiler.tfprof_output_pb2', 'tensorflow.core.profiler.tfprof_options_pb2', 'tensorflow.python.profiler.internal.flops_registry', 'tensorflow.python.profiler.tfprof_logger', 'tensorflow.python.profiler.option_builder', 'tensorflow.python.util._pywrap_tfprof', 'tensorflow.python.profiler.model_analyzer', 'tensorflow.python.profiler.profiler', 'tensorflow.python.profiler.profiler_client', 'tensorflow.python.saved_model.main_op_impl', 'tensorflow.python.saved_model.main_op', 'tensorflow.python.saved_model.method_name_updater', 'tensorflow.python.saved_model.simple_save', 'tensorflow.python.saved_model.saved_model', 'tensorflow.python.tpu.bfloat16', 'tensorflow.python.tpu.feature_column', 'tensorflow.python.tpu.feature_column_v2', 'tensorflow.python.tpu.tpu_embedding', 'tensorflow.python.ops.init_ops_v2', 'tensorflow.python.tpu.tpu_embedding_v2_utils', 'tensorflow.python.tpu.tpu_embedding_base', 'tensorflow.python.tpu.tpu_embedding_for_serving', 'tensorflow.python.tpu.tpu_embedding_v1', 'tensorflow.python.tpu.tpu_embedding_v2', 'tensorflow.python.tpu.tpu_optimizer', 'tensorflow.python.tpu.api', 'tensorflow.python.user_ops', 'tensorflow.python.user_ops.ops', 'tensorflow.python.user_ops.ops.gen_user_ops', 'tensorflow.python.user_ops.user_ops', 'tensorflow.python.ops.gen_audio_ops', 'tensorflow.python.ops.gen_boosted_trees_ops', 'tensorflow.python.ops.gen_sendrecv_ops', 'tensorflow.python.ops.gen_sdca_ops', 'tensorflow.python.ops.sdca_ops', 'tensorflow.python.training.training_ops', 'tensorflow.python.training.adadelta', 'tensorflow.python.training.adagrad', 'tensorflow.python.training.adagrad_da', 'tensorflow.python.training.proximal_adagrad', 'tensorflow.python.training.adam', 'tensorflow.python.training.ftrl', 'tensorflow.python.training.momentum', 'tensorflow.python.training.rmsprop', 'tensorflow.python.training.gradient_descent', 'tensorflow.python.training.proximal_gradient_descent', 'tensorflow.python.training.sync_replicas_optimizer', 'tensorflow.python.layers.utils', 'tensorflow.python.training.input', 'tensorflow.python.training.basic_loops', 'tensorflow.python.training.supervisor', 'tensorflow.python.ops.gen_checkpoint_ops', 'tensorflow.python.training.checkpoint_ops', 'tensorflow.python.training.warm_starting_util', 'tensorflow.core.example', 'tensorflow.core.example.feature_pb2', 'tensorflow.core.example.example_pb2', 'tensorflow.python.keras.optimizer_v2.legacy_learning_rate_decay', 'tensorflow.python.training.learning_rate_decay', 'tensorflow.python.training.training', 'tensorflow.python._pywrap_quantize_training', 'tensorflow.python.training.quantize_training', 'tensorflow.python.platform.app', 'tensorflow.python.platform.resource_loader', 'absl.testing', 'shlex', 'absl.testing._pretty_print_reporter', 'xml.sax.handler', 'xml.sax._exceptions', 'xml.sax.xmlreader', 'xml.sax', 'xml.sax.saxutils', 'absl.testing.xml_reporter', 'absl.testing.absltest', 'absl.testing.parameterized', 'tensorflow.python._pywrap_sanitizers', 'tensorflow.python.pywrap_sanitizers', 'tensorflow.python.framework._test_metrics_util', 'tensorflow.python.framework.gpu_util', 'tensorflow.python.platform._pywrap_stacktrace_handler', 'tensorflow.core.util.test_log_pb2', 'tensorflow.python.platform.benchmark', 'tensorflow.python.platform.googletest', 'tensorflow.python.util._pywrap_util_port', 'tensorflow.python.util.protobuf', 'tensorflow.python.util.protobuf.compare', 'tensorflow.python.framework.test_util', 'tensorflow.python.ops.gradient_checker', 'tensorflow.python.platform.test', 'tensorflow.python.ops.control_flow_v2_toggles', 'tensorflow.python.compat.v2_compat', 'tensorflow.python.keras.layers.legacy_rnn.rnn_cell_impl', 'tensorflow.python.ops.rnn_cell_impl', 'tensorflow.python.ops.rnn', 'tensorflow.python.ops.rnn_cell', 'tensorflow.python.debug.lib', 'tensorflow.python.debug.lib.debug_graphs', 'tensorflow.python.debug.lib.debug_data', 'tensorflow.python.debug.lib.debug_gradients', 'tensorflow.python.debug.lib.debug_utils', 'tensorflow.python.debug.wrappers', 'tensorflow.python.debug.wrappers.framework', 'tensorflow.python.debug.wrappers.dumping_wrapper', 'tensorflow.python.debug.lib.common', 'tensorflow.python.debug.wrappers.grpc_wrapper', 'tensorflow.python.debug.cli', 'tensorflow.python.debug.cli.debugger_cli_common', 'tensorflow.python.debug.cli.cli_config', 'tensorflow.python.debug.cli.command_parser', 'tensorflow.python.debug.cli.tensor_format', 'tensorflow.python.debug.cli.cli_shared', 'tensorflow.python.debug.cli.evaluator', 'tensorflow.python.debug.cli.ui_factory', 'tensorflow.python.debug.lib.profiling', 'tensorflow.python.debug.lib.source_utils', 'tensorflow.python.debug.cli.analyzer_cli', 'tensorflow.python.debug.cli.profile_analyzer_cli', 'tensorflow.python.debug.wrappers.local_cli_wrapper', 'tensorflow.python.debug.wrappers.hooks', 'tensorflow.python.debug', 'tensorflow.core.protobuf.debug_event_pb2', 'tensorflow.python.debug.lib.op_callbacks_common', 'tensorflow.python.ops.gen_debug_ops', 'tensorflow.python.debug.lib.check_numerics_callback', 'tensorflow.python.client._pywrap_debug_events_writer', 'tensorflow.python.debug.lib.debug_events_writer', 'tensorflow.python.debug.lib.dumping_callback', 'tensorflow.python.dlpack', 'tensorflow.python.dlpack.dlpack', 'tensorflow.python.compiler.mlir', 'tensorflow.python._pywrap_mlir', 'tensorflow.python.pywrap_mlir', 'tensorflow.python.compiler.mlir.mlir', 'tensorflow.python', 'tensorflow.python.tools', 'tensorflow.python.tools.module_util', 'tensorflow._api', 'tensorflow._api.v2', 'tensorflow._api.v2.__internal__.autograph', 'tensorflow._api.v2.__internal__.decorator', 'tensorflow._api.v2.__internal__.dispatch', 'tensorflow.python.eager.test', 'tensorflow.python.distribute.multi_process_lib', 'tensorflow.python.distribute.multi_process_runner', 'tensorflow.python.distribute.distribute_coordinator', 'tensorflow.python.distribute.multi_worker_test_base', 'tensorflow.python.framework.test_combinations', 'tensorflow.python.framework.combinations', 'tensorflow.python.distribute.combinations', 'tensorflow.python.distribute.test_util', 'tensorflow.python.distribute.strategy_combinations', 'tensorflow._api.v2.__internal__.distribute.combinations', 'tensorflow.python.distribute.merge_call_interim', 'tensorflow._api.v2.__internal__.distribute.interim', 'tensorflow._api.v2.__internal__.distribute.multi_process_runner', 'tensorflow._api.v2.__internal__.distribute', 'tensorflow._api.v2.__internal__.eager_context', 'tensorflow._api.v2.__internal__.feature_column', 'tensorflow._api.v2.__internal__.function', 'tensorflow._api.v2.__internal__.graph_util', 'tensorflow._api.v2.__internal__.mixed_precision', 'tensorflow._api.v2.__internal__.monitoring', 'tensorflow._api.v2.__internal__.nest', 'tensorflow._api.v2.__internal__.ops', 'tensorflow._api.v2.__internal__.saved_model.load', 'tensorflow._api.v2.__internal__.saved_model', 'tensorflow._api.v2.__internal__.smart_cond', 'tensorflow._api.v2.__internal__.test.combinations', 'tensorflow._api.v2.__internal__.test', 'tensorflow._api.v2.__internal__.tf2', 'tensorflow._api.v2.__internal__.tracking', 'tensorflow._api.v2.__internal__.train', 'tensorflow._api.v2.__internal__.types', 'tensorflow._api.v2.__internal__', 'tensorflow._api.v2.__operators__', 'tensorflow._api.v2.audio', 'tensorflow._api.v2.autodiff', 'tensorflow._api.v2.autograph.experimental', 'tensorflow._api.v2.autograph', 'tensorflow._api.v2.bitwise', 'tensorflow._api.v2.compat.v1.app', 'tensorflow._api.v2.compat.v1.audio', 'tensorflow._api.v2.compat.v1.autograph.experimental', 'tensorflow._api.v2.compat.v1.autograph', 'tensorflow._api.v2.compat.v1.bitwise', 'tensorflow._api.v2.compat.v1.compat.v1.compat', 'tensorflow._api.v2.compat.v1.config.experimental', 'tensorflow._api.v2.compat.v1.config.optimizer', 'tensorflow._api.v2.compat.v1.config.threading', 'tensorflow._api.v2.compat.v1.config', 'tensorflow._api.v2.compat.v1.data.experimental.service', 'tensorflow._api.v2.compat.v1.data.experimental', 'tensorflow._api.v2.compat.v1.data', 'tensorflow._api.v2.compat.v1.debugging.experimental', 'tensorflow._api.v2.compat.v1.debugging', 'tensorflow._api.v2.compat.v1.distribute.cluster_resolver', 'tensorflow._api.v2.compat.v1.distribute.experimental', 'tensorflow._api.v2.compat.v1.distribute', 'tensorflow._api.v2.compat.v1.distributions', 'tensorflow._api.v2.compat.v1.dtypes', 'tensorflow._api.v2.compat.v1.errors', 'tensorflow.python.framework._pywrap_python_op_gen', 'tensorflow.python.framework.load_library', 'tensorflow._api.v2.compat.v1.experimental', 'tensorflow._api.v2.compat.v1.feature_column', 'tensorflow._api.v2.compat.v1.gfile', 'tensorflow._api.v2.compat.v1.graph_util', 'tensorflow._api.v2.compat.v1.image', 'tensorflow._api.v2.compat.v1.initializers', 'tensorflow._api.v2.compat.v1.io.gfile', 'tensorflow._api.v2.compat.v1.io', 'tensorflow._api.v2.compat.v1.layers.experimental', 'tensorflow._api.v2.compat.v1.layers', 'tensorflow._api.v2.compat.v1.linalg.experimental', 'tensorflow._api.v2.compat.v1.linalg', 'tensorflow.lite', 'tensorflow.lite.python', 'tensorflow.lite.toco', 'tensorflow.lite.toco.types_pb2', 'tensorflow.lite.toco.toco_flags_pb2', 'tensorflow.lite.python.lite_constants', 'tensorflow._api.v2.compat.v1.lite.constants', 'tensorflow.lite.python.authoring', 'flatbuffers.compat', 'flatbuffers.packer', 'flatbuffers.number_types', 'flatbuffers.encode', 'flatbuffers.builder', 'flatbuffers.table', 'flatbuffers._version', 'flatbuffers.util', 'flatbuffers', 'tensorflow.lite.python.conversion_metadata_schema_py_generated', 'tensorflow.lite.python.schema_py_generated', 'tensorflow.lite.python.schema_util', 'tensorflow.lite.python.tflite_keras_util', 'tensorflow.lite.python.op_hint', 'tensorflow.lite.tools', 'tensorflow.lite.tools.flatbuffer_utils', 'tensorflow.lite.python.util', 'tensorflow.python._pywrap_toco_api', 'tensorflow.lite.python.wrap_toco', 'tensorflow.lite.python.metrics', 'tensorflow.lite.python.metrics.converter_error_data_pb2', 'tensorflow.lite.python.metrics.metrics_interface', 'tensorflow.lite.python.metrics.metrics', 'tensorflow.lite.python.convert_phase', 'tensorflow.lite.python.metrics.wrapper', 'tensorflow.lite.python.metrics._pywrap_tensorflow_lite_metrics_wrapper', 'tensorflow.lite.python.metrics.wrapper.metrics_wrapper', 'tensorflow.lite.toco.model_flags_pb2', 'tensorflow.lite.python.convert', 'tensorflow.lite.experimental', 'tensorflow.lite.experimental.microfrontend', 'tensorflow.lite.experimental.microfrontend.python', 'tensorflow.lite.experimental.microfrontend.python.ops', 'tensorflow.lite.experimental.microfrontend.ops', 'tensorflow.lite.experimental.microfrontend.ops.gen_audio_microfrontend_op', 'aa8f2297d25b4dc6fd3d98411eb3ba53823c4f42', 'tensorflow.lite.experimental.microfrontend.python.ops.audio_microfrontend_op', 'tensorflow.lite.python.convert_saved_model', 'tensorflow.lite.python.interpreter_wrapper', 'tensorflow.lite.python.interpreter_wrapper._pywrap_tensorflow_interpreter_wrapper', 'tensorflow.lite.python.interpreter', 'tensorflow.lite.python.optimize', 'tensorflow.lite.python.optimize.calibrator', 'tensorflow.lite.tools.optimize', 'tensorflow.lite.tools.optimize.debugging', 'tensorflow.lite.tools.optimize.debugging.python', 'tensorflow.lite.tools.optimize.debugging.python.debugger', 'tensorflow.lite.python.lite', 'tensorflow.lite.python.authoring.authoring', 'tensorflow._api.v2.compat.v1.lite.experimental.authoring', 'tensorflow.lite.python.analyzer_wrapper', 'tensorflow.lite.python.analyzer_wrapper._pywrap_analyzer_wrapper', 'tensorflow.lite.python.analyzer', 'tensorflow._api.v2.compat.v1.lite.experimental', 'tensorflow._api.v2.compat.v1.lite', 'tensorflow._api.v2.compat.v1.logging', 'tensorflow._api.v2.compat.v1.lookup.experimental', 'tensorflow._api.v2.compat.v1.lookup', 'tensorflow._api.v2.compat.v1.losses', 'tensorflow._api.v2.compat.v1.manip', 'tensorflow._api.v2.compat.v1.math.special', 'tensorflow._api.v2.compat.v1.math', 'tensorflow._api.v2.compat.v1.metrics', 'tensorflow._api.v2.compat.v1.mixed_precision.experimental', 'tensorflow._api.v2.compat.v1.mixed_precision', 'tensorflow._api.v2.compat.v1.mlir.experimental', 'tensorflow._api.v2.compat.v1.mlir', 'tensorflow._api.v2.compat.v1.nest', 'tensorflow._api.v2.compat.v1.nn.experimental', 'tensorflow._api.v2.compat.v1.nn.rnn_cell', 'tensorflow._api.v2.compat.v1.nn', 'tensorflow._api.v2.compat.v1.profiler', 'tensorflow._api.v2.compat.v1.python_io', 'tensorflow._api.v2.compat.v1.quantization', 'tensorflow._api.v2.compat.v1.queue', 'tensorflow._api.v2.compat.v1.ragged', 'tensorflow._api.v2.compat.v1.random.experimental', 'tensorflow._api.v2.compat.v1.random', 'tensorflow._api.v2.compat.v1.raw_ops', 'tensorflow._api.v2.compat.v1.resource_loader', 'tensorflow._api.v2.compat.v1.saved_model.builder', 'tensorflow._api.v2.compat.v1.saved_model.constants', 'tensorflow._api.v2.compat.v1.saved_model.experimental', 'tensorflow._api.v2.compat.v1.saved_model.loader', 'tensorflow._api.v2.compat.v1.saved_model.main_op', 'tensorflow._api.v2.compat.v1.saved_model.signature_constants', 'tensorflow._api.v2.compat.v1.saved_model.signature_def_utils', 'tensorflow._api.v2.compat.v1.saved_model.tag_constants', 'tensorflow._api.v2.compat.v1.saved_model.utils', 'tensorflow._api.v2.compat.v1.saved_model', 'tensorflow._api.v2.compat.v1.sets', 'tensorflow._api.v2.compat.v1.signal', 'tensorflow._api.v2.compat.v1.sparse', 'tensorflow._api.v2.compat.v1.spectral', 'tensorflow._api.v2.compat.v1.strings', 'tensorflow._api.v2.compat.v1.summary', 'tensorflow._api.v2.compat.v1.sysconfig', 'tensorflow._api.v2.compat.v1.test', 'tensorflow._api.v2.compat.v1.tpu.experimental.embedding', 'tensorflow._api.v2.compat.v1.tpu.experimental', 'tensorflow._api.v2.compat.v1.tpu', 'tensorflow._api.v2.compat.v1.train.experimental', 'tensorflow._api.v2.compat.v1.train.queue_runner', 'tensorflow._api.v2.compat.v1.train', 'tensorflow._api.v2.compat.v1.types.experimental', 'tensorflow._api.v2.compat.v1.types', 'tensorflow._api.v2.compat.v1.user_ops', 'tensorflow._api.v2.compat.v1.version', 'tensorflow._api.v2.compat.v1.xla.experimental', 'tensorflow._api.v2.compat.v1.xla', 'tensorflow._api.v2.compat.v1.compat.v1', 'tensorflow._api.v2.compat.v1.compat.v2.compat', 'tensorflow._api.v2.compat.v2.__internal__.autograph', 'tensorflow._api.v2.compat.v2.__internal__.decorator', 'tensorflow._api.v2.compat.v2.__internal__.dispatch', 'tensorflow._api.v2.compat.v2.__internal__.distribute.combinations', 'tensorflow._api.v2.compat.v2.__internal__.distribute.interim', 'tensorflow._api.v2.compat.v2.__internal__.distribute.multi_process_runner', 'tensorflow._api.v2.compat.v2.__internal__.distribute', 'tensorflow._api.v2.compat.v2.__internal__.eager_context', 'tensorflow._api.v2.compat.v2.__internal__.feature_column', 'tensorflow._api.v2.compat.v2.__internal__.function', 'tensorflow._api.v2.compat.v2.__internal__.graph_util', 'tensorflow._api.v2.compat.v2.__internal__.mixed_precision', 'tensorflow._api.v2.compat.v2.__internal__.monitoring', 'tensorflow._api.v2.compat.v2.__internal__.nest', 'tensorflow._api.v2.compat.v2.__internal__.ops', 'tensorflow._api.v2.compat.v2.__internal__.saved_model.load', 'tensorflow._api.v2.compat.v2.__internal__.saved_model', 'tensorflow._api.v2.compat.v2.__internal__.smart_cond', 'tensorflow._api.v2.compat.v2.__internal__.test.combinations', 'tensorflow._api.v2.compat.v2.__internal__.test', 'tensorflow._api.v2.compat.v2.__internal__.tf2', 'tensorflow._api.v2.compat.v2.__internal__.tracking', 'tensorflow._api.v2.compat.v2.__internal__.train', 'tensorflow._api.v2.compat.v2.__internal__.types', 'tensorflow._api.v2.compat.v2.__internal__', 'tensorflow._api.v2.compat.v2.__operators__', 'tensorflow._api.v2.compat.v2.audio', 'tensorflow._api.v2.compat.v2.autodiff', 'tensorflow._api.v2.compat.v2.autograph.experimental', 'tensorflow._api.v2.compat.v2.autograph', 'tensorflow._api.v2.compat.v2.bitwise', 'tensorflow._api.v2.compat.v2.compat.v1.compat', 'tensorflow._api.v2.compat.v2.compat.v1', 'tensorflow._api.v2.compat.v2.compat.v2.compat', 'tensorflow._api.v2.compat.v2.config.experimental', 'tensorflow._api.v2.compat.v2.config.optimizer', 'tensorflow._api.v2.compat.v2.config.threading', 'tensorflow._api.v2.compat.v2.config', 'tensorflow._api.v2.compat.v2.data.experimental.service', 'tensorflow._api.v2.compat.v2.data.experimental', 'tensorflow._api.v2.compat.v2.data', 'tensorflow._api.v2.compat.v2.debugging.experimental', 'tensorflow._api.v2.compat.v2.debugging', 'tensorflow._api.v2.compat.v2.distribute.cluster_resolver', 'tensorflow._api.v2.compat.v2.distribute.coordinator', 'tensorflow._api.v2.compat.v2.distribute.experimental.coordinator', 'tensorflow._api.v2.compat.v2.distribute.experimental.partitioners', 'tensorflow.python.distribute.failure_handling', 'tensorflow.python.distribute.failure_handling.gce_util', 'tensorflow.python.distribute.failure_handling.failure_handling', 'tensorflow.python.distribute.experimental', 'tensorflow.python.distribute.experimental.rpc', 'tensorflow.distribute', 'tensorflow.distribute.experimental', 'tensorflow.distribute.experimental.rpc', 'tensorflow.distribute.experimental.rpc.kernels', 'tensorflow.distribute.experimental.rpc.kernels.gen_rpc_ops', 'tensorflow.distribute.experimental.rpc.proto', 'tensorflow.distribute.experimental.rpc.proto.tf_rpc_service_pb2', 'tensorflow.python.distribute.experimental.rpc.rpc_ops', 'tensorflow._api.v2.compat.v2.distribute.experimental.rpc', 'tensorflow._api.v2.compat.v2.distribute.experimental', 'tensorflow._api.v2.compat.v2.distribute', 'tensorflow._api.v2.compat.v2.dtypes', 'tensorflow._api.v2.compat.v2.errors', 'tensorflow._api.v2.compat.v2.experimental.dlpack', 'tensorflow.dtensor', 'tensorflow.dtensor.python.gen_dtensor_ops', 'tensorflow.dtensor.proto', 'tensorflow.dtensor.proto.layout_pb2', 'tensorflow.dtensor.python.layout', 'tensorflow.python._pywrap_dtensor_device', 'tensorflow.dtensor.python.dtensor_device', 'tensorflow.dtensor.python.api', 'tensorflow.dtensor.python.multi_client_util', 'tensorflow.dtensor.python.heartbeat', 'tensorflow.dtensor.python.tpu_util', 'tensorflow.dtensor.python.mesh_util', 'tensorflow.dtensor.python.d_variable', 'tensorflow.dtensor.python.save_restore', 'tensorflow.dtensor.python.d_checkpoint', 'tensorflow.dtensor.python', 'tensorflow._api.v2.compat.v2.experimental.dtensor', 'tensorflow._api.v2.compat.v2.experimental.numpy.random', 'tensorflow._api.v2.compat.v2.experimental.numpy', 'tensorflow._api.v2.compat.v2.experimental.tensorrt', 'tensorflow._api.v2.compat.v2.experimental', 'tensorflow._api.v2.compat.v2.feature_column', 'tensorflow._api.v2.compat.v2.graph_util', 'tensorflow._api.v2.compat.v2.image', 'tensorflow._api.v2.compat.v2.io.gfile', 'tensorflow._api.v2.compat.v2.io', 'tensorflow._api.v2.compat.v2.linalg.experimental', 'tensorflow._api.v2.compat.v2.linalg', 'tensorflow._api.v2.compat.v2.lite.experimental.authoring', 'tensorflow._api.v2.compat.v2.lite.experimental', 'tensorflow._api.v2.compat.v2.lite', 'tensorflow._api.v2.compat.v2.lookup.experimental', 'tensorflow._api.v2.compat.v2.lookup', 'tensorflow._api.v2.compat.v2.math.special', 'tensorflow._api.v2.compat.v2.math', 'tensorflow._api.v2.compat.v2.mlir.experimental', 'tensorflow._api.v2.compat.v2.mlir', 'tensorflow._api.v2.compat.v2.nest', 'tensorflow._api.v2.compat.v2.nn.experimental', 'tensorflow._api.v2.compat.v2.nn', 'tensorflow._api.v2.compat.v2.profiler.experimental.client', 'tensorflow._api.v2.compat.v2.profiler.experimental.server', 'tensorflow._api.v2.compat.v2.profiler.experimental', 'tensorflow._api.v2.compat.v2.profiler', 'tensorflow._api.v2.compat.v2.quantization', 'tensorflow._api.v2.compat.v2.queue', 'tensorflow._api.v2.compat.v2.ragged', 'tensorflow._api.v2.compat.v2.random.experimental', 'tensorflow._api.v2.compat.v2.random', 'tensorflow._api.v2.compat.v2.raw_ops', 'tensorflow._api.v2.compat.v2.saved_model.experimental', 'tensorflow._api.v2.compat.v2.saved_model', 'tensorflow._api.v2.compat.v2.sets', 'tensorflow._api.v2.compat.v2.signal', 'tensorflow._api.v2.compat.v2.sparse', 'tensorflow._api.v2.compat.v2.strings', 'tensorflow._api.v2.compat.v2.summary.experimental', 'tensorflow._api.v2.compat.v2.summary', 'tensorflow._api.v2.compat.v2.sysconfig', 'tensorflow._api.v2.compat.v2.test', 'tensorflow._api.v2.compat.v2.tpu.experimental.embedding', 'tensorflow._api.v2.compat.v2.tpu.experimental', 'tensorflow._api.v2.compat.v2.tpu', 'tensorflow._api.v2.compat.v2.train.experimental', 'tensorflow._api.v2.compat.v2.train', 'tensorflow._api.v2.compat.v2.types.experimental.distributed', 'tensorflow._api.v2.compat.v2.types.experimental', 'tensorflow._api.v2.compat.v2.types', 'tensorflow._api.v2.compat.v2.version', 'tensorflow._api.v2.compat.v2.xla.experimental', 'tensorflow._api.v2.compat.v2.xla', 'tensorboard.lazy', 'tensorboard.version', 'tensorboard', 'tensorboard.plugins', 'tensorboard.plugins.audio', 'tensorboard.util', 'tensorboard.util.op_evaluator', 'tensorboard.util.encoder', 'tensorboard.compat', 'tensorboard.compat.proto', 'tensorboard.compat.proto.tensor_shape_pb2', 'tensorboard.compat.proto.types_pb2', 'tensorboard.compat.proto.resource_handle_pb2', 'tensorboard.compat.proto.tensor_pb2', 'tensorboard.compat.proto.summary_pb2', 'tensorboard.plugins.audio.plugin_data_pb2', 'tensorboard.plugins.audio.metadata', 'tensorboard.util.lazy_tensor_creator', 'tensorboard.plugins.audio.summary_v2', 'tensorboard.plugins.audio.summary', 'tensorboard.plugins.custom_scalar', 'tensorboard.plugins.custom_scalar.layout_pb2', 'tensorboard.plugins.custom_scalar.metadata', 'tensorboard.plugins.custom_scalar.summary', 'tensorboard.plugins.histogram', 'tensorboard.plugins.histogram.plugin_data_pb2', 'tensorboard.plugins.histogram.metadata', 'tensorboard.compat.proto.cost_graph_pb2', 'tensorboard.compat.proto.attr_value_pb2', 'tensorboard.compat.proto.full_type_pb2', 'tensorboard.compat.proto.node_def_pb2', 'tensorboard.compat.proto.op_def_pb2', 'tensorboard.compat.proto.function_pb2', 'tensorboard.compat.proto.versions_pb2', 'tensorboard.compat.proto.graph_pb2', 'tensorboard.compat.proto.allocation_description_pb2', 'tensorboard.compat.proto.tensor_description_pb2', 'tensorboard.compat.proto.step_stats_pb2', 'tensorboard.compat.proto.cluster_pb2', 'tensorboard.compat.proto.coordination_config_pb2', 'tensorboard.compat.proto.debug_pb2', 'tensorboard.compat.proto.verifier_config_pb2', 'tensorboard.compat.proto.rewriter_config_pb2', 'tensorboard.compat.proto.config_pb2', 'tensorboard.compat.proto.event_pb2', 'tensorboard.compat.proto.variable_pb2', 'tensorboard.compat.proto.struct_pb2', 'tensorboard.compat.proto.trackable_object_graph_pb2', 'tensorboard.compat.proto.saved_object_graph_pb2', 'tensorboard.compat.proto.saver_pb2', 'tensorboard.compat.proto.meta_graph_pb2', 'tensorboard.compat.tensorflow_stub.error_codes', 'tensorboard.compat.tensorflow_stub.errors', 'tensorboard.compat.tensorflow_stub.compat.v1', 'tensorboard.compat.tensorflow_stub.compat', 'tensorboard.compat.tensorflow_stub.io.gfile', 'tensorboard.compat.tensorflow_stub.io', 'tensorboard.compat.tensorflow_stub.pywrap_tensorflow', 'tensorboard.compat.tensorflow_stub.dtypes', 'tensorboard.compat.tensorflow_stub.flags', 'tensorboard.compat.tensorflow_stub.app', 'tensorboard.compat.tensorflow_stub.tensor_shape', 'tensorboard.compat.tensorflow_stub', 'tensorboard.util.tensor_util', 'tensorboard.plugins.histogram.summary_v2', 'tensorboard.plugins.histogram.summary', 'tensorboard.plugins.image', 'tensorboard.plugins.image.plugin_data_pb2', 'tensorboard.plugins.image.metadata', 'tensorboard.plugins.image.summary_v2', 'tensorboard.plugins.image.summary', 'tensorboard.plugins.pr_curve', 'tensorboard.plugins.pr_curve.plugin_data_pb2', 'tensorboard.plugins.pr_curve.metadata', 'tensorboard.plugins.pr_curve.summary', 'tensorboard.plugins.scalar', 'tensorboard.plugins.scalar.plugin_data_pb2', 'tensorboard.plugins.scalar.metadata', 'tensorboard.plugins.scalar.summary_v2', 'tensorboard.plugins.scalar.summary', 'tensorboard.plugins.text', 'tensorboard.plugins.text.plugin_data_pb2', 'tensorboard.plugins.text.metadata', 'tensorboard.plugins.text.summary_v2', 'tensorboard.plugins.text.summary', 'tensorboard.summary.v1', 'tensorboard.summary.v2', 'tensorboard.summary.writer', 'tensorboard.summary.writer.record_writer', 'tensorboard.summary.writer.event_file_writer', 'tensorboard.summary._output', 'tensorboard.summary._writer', 'tensorboard.summary', 'tensorboard.summary._tf', 'tensorboard.summary._tf.summary', 'tensorflow._api.v2.compat.v2.compat.v2', 'tensorflow._api.v2.compat.v2.compat', 'tensorflow._api.v2.compat.v2', 'tensorflow._api.v2.compat.v1.compat.v2', 'tensorflow._api.v2.compat.v1.compat', 'tensorflow._api.v2.compat.v1', 'tensorflow._api.v2.compat', 'tensorflow._api.v2.config.experimental', 'tensorflow._api.v2.config.optimizer', 'tensorflow._api.v2.config.threading', 'tensorflow._api.v2.config', 'tensorflow._api.v2.data.experimental.service', 'tensorflow._api.v2.data.experimental', 'tensorflow._api.v2.data', 'tensorflow._api.v2.debugging.experimental', 'tensorflow._api.v2.debugging', 'tensorflow._api.v2.distribute.cluster_resolver', 'tensorflow._api.v2.distribute.coordinator', 'tensorflow._api.v2.distribute.experimental.coordinator', 'tensorflow._api.v2.distribute.experimental.partitioners', 'tensorflow._api.v2.distribute.experimental.rpc', 'tensorflow._api.v2.distribute.experimental', 'tensorflow._api.v2.distribute', 'tensorflow._api.v2.dtypes', 'tensorflow._api.v2.errors', 'tensorflow._api.v2.experimental.dlpack', 'tensorflow._api.v2.experimental.dtensor', 'tensorflow._api.v2.experimental.numpy.random', 'tensorflow._api.v2.experimental.numpy', 'tensorflow._api.v2.experimental.tensorrt', 'tensorflow._api.v2.experimental', 'tensorflow._api.v2.feature_column', 'tensorflow._api.v2.graph_util', 'tensorflow._api.v2.image', 'tensorflow._api.v2.io.gfile', 'tensorflow._api.v2.io', 'tensorflow._api.v2.linalg.experimental', 'tensorflow._api.v2.linalg', 'tensorflow._api.v2.lite.experimental.authoring', 'tensorflow._api.v2.lite.experimental', 'tensorflow._api.v2.lite', 'tensorflow._api.v2.lookup.experimental', 'tensorflow._api.v2.lookup', 'tensorflow._api.v2.math.special', 'tensorflow._api.v2.math', 'tensorflow._api.v2.mlir.experimental', 'tensorflow._api.v2.mlir', 'tensorflow._api.v2.nest', 'tensorflow._api.v2.nn.experimental', 'tensorflow._api.v2.nn', 'tensorflow._api.v2.profiler.experimental.client', 'tensorflow._api.v2.profiler.experimental.server', 'tensorflow._api.v2.profiler.experimental', 'tensorflow._api.v2.profiler', 'tensorflow._api.v2.quantization', 'tensorflow._api.v2.queue', 'tensorflow._api.v2.ragged', 'tensorflow._api.v2.random.experimental', 'tensorflow._api.v2.random', 'tensorflow._api.v2.raw_ops', 'tensorflow._api.v2.saved_model.experimental', 'tensorflow._api.v2.saved_model', 'tensorflow._api.v2.sets', 'tensorflow._api.v2.signal', 'tensorflow._api.v2.sparse', 'tensorflow._api.v2.strings', 'tensorflow._api.v2.summary.experimental', 'tensorflow._api.v2.summary', 'tensorflow._api.v2.sysconfig', 'tensorflow._api.v2.test', 'tensorflow._api.v2.tpu.experimental.embedding', 'tensorflow._api.v2.tpu.experimental', 'tensorflow._api.v2.tpu', 'tensorflow._api.v2.train.experimental', 'tensorflow._api.v2.train', 'tensorflow._api.v2.types.experimental.distributed', 'tensorflow._api.v2.types.experimental', 'tensorflow._api.v2.types', 'tensorflow._api.v2.version', 'tensorflow._api.v2.xla.experimental', 'tensorflow._api.v2.xla', 'tensorflow.compat.v1.app', 'tensorflow.compat.v1.audio', 'tensorflow.compat.v1.autograph.experimental', 'tensorflow.compat.v1.autograph', 'tensorflow.compat.v1.bitwise', 'tensorflow.compat.v1.compat.v1.compat', 'tensorflow.compat.v1.compat.v1', 'tensorflow.compat.v1.compat.v2.compat', 'tensorflow.compat.v1.compat.v2', 'tensorflow.compat.v1.compat', 'tensorflow.compat.v1.config.experimental', 'tensorflow.compat.v1.config.optimizer', 'tensorflow.compat.v1.config.threading', 'tensorflow.compat.v1.config', 'tensorflow.compat.v1.data.experimental.service', 'tensorflow.compat.v1.data.experimental', 'tensorflow.compat.v1.data', 'tensorflow.compat.v1.debugging.experimental', 'tensorflow.compat.v1.debugging', 'tensorflow.compat.v1.distribute.cluster_resolver', 'tensorflow.compat.v1.distribute.experimental', 'tensorflow.compat.v1.distribute', 'tensorflow.compat.v1.distributions', 'tensorflow.compat.v1.dtypes', 'tensorflow.compat.v1.errors', 'tensorflow.compat.v1.experimental', 'tensorflow.compat.v1.feature_column', 'tensorflow.compat.v1.gfile', 'tensorflow.compat.v1.graph_util', 'tensorflow.compat.v1.image', 'tensorflow.compat.v1.initializers', 'tensorflow.compat.v1.io.gfile', 'tensorflow.compat.v1.io', 'tensorflow.compat.v1.layers.experimental', 'tensorflow.compat.v1.layers', 'tensorflow.compat.v1.linalg.experimental', 'tensorflow.compat.v1.linalg', 'tensorflow.compat.v1.lite.constants', 'tensorflow.compat.v1.lite.experimental.authoring', 'tensorflow.compat.v1.lite.experimental', 'tensorflow.compat.v1.lite', 'tensorflow.compat.v1.logging', 'tensorflow.compat.v1.lookup.experimental', 'tensorflow.compat.v1.lookup', 'tensorflow.compat.v1.losses', 'tensorflow.compat.v1.manip', 'tensorflow.compat.v1.math.special', 'tensorflow.compat.v1.math', 'tensorflow.compat.v1.metrics', 'tensorflow.compat.v1.mixed_precision.experimental', 'tensorflow.compat.v1.mixed_precision', 'tensorflow.compat.v1.mlir.experimental', 'tensorflow.compat.v1.mlir', 'tensorflow.compat.v1.nest', 'tensorflow.compat.v1.nn.experimental', 'tensorflow.compat.v1.nn.rnn_cell', 'tensorflow.compat.v1.nn', 'tensorflow.compat.v1.profiler', 'tensorflow.compat.v1.python_io', 'tensorflow.compat.v1.quantization', 'tensorflow.compat.v1.queue', 'tensorflow.compat.v1.ragged', 'tensorflow.compat.v1.random.experimental', 'tensorflow.compat.v1.random', 'tensorflow.compat.v1.raw_ops', 'tensorflow.compat.v1.resource_loader', 'tensorflow.compat.v1.saved_model.builder', 'tensorflow.compat.v1.saved_model.constants', 'tensorflow.compat.v1.saved_model.experimental', 'tensorflow.compat.v1.saved_model.loader', 'tensorflow.compat.v1.saved_model.main_op', 'tensorflow.compat.v1.saved_model.signature_constants', 'tensorflow.compat.v1.saved_model.signature_def_utils', 'tensorflow.compat.v1.saved_model.tag_constants', 'tensorflow.compat.v1.saved_model.utils', 'tensorflow.compat.v1.saved_model', 'tensorflow.compat.v1.sets', 'tensorflow.compat.v1.signal', 'tensorflow.compat.v1.sparse', 'tensorflow.compat.v1.spectral', 'tensorflow.compat.v1.strings', 'tensorflow.compat.v1.summary', 'tensorflow.compat.v1.sysconfig', 'tensorflow.compat.v1.test', 'tensorflow.compat.v1.tpu.experimental.embedding', 'tensorflow.compat.v1.tpu.experimental', 'tensorflow.compat.v1.tpu', 'tensorflow.compat.v1.train.experimental', 'tensorflow.compat.v1.train.queue_runner', 'tensorflow.compat.v1.train', 'tensorflow.compat.v1.types.experimental', 'tensorflow.compat.v1.types', 'tensorflow.compat.v1.user_ops', 'tensorflow.compat.v1.version', 'tensorflow.compat.v1.xla.experimental', 'tensorflow.compat.v1.xla', 'tensorflow.compat.v1', 'tensorflow.compat.v2.__internal__.autograph', 'tensorflow.compat.v2.__internal__.decorator', 'tensorflow.compat.v2.__internal__.dispatch', 'tensorflow.compat.v2.__internal__.distribute.combinations', 'tensorflow.compat.v2.__internal__.distribute.interim', 'tensorflow.compat.v2.__internal__.distribute.multi_process_runner', 'tensorflow.compat.v2.__internal__.distribute', 'tensorflow.compat.v2.__internal__.eager_context', 'tensorflow.compat.v2.__internal__.feature_column', 'tensorflow.compat.v2.__internal__.function', 'tensorflow.compat.v2.__internal__.graph_util', 'tensorflow.compat.v2.__internal__.mixed_precision', 'tensorflow.compat.v2.__internal__.monitoring', 'tensorflow.compat.v2.__internal__.nest', 'tensorflow.compat.v2.__internal__.ops', 'tensorflow.compat.v2.__internal__.saved_model.load', 'tensorflow.compat.v2.__internal__.saved_model', 'tensorflow.compat.v2.__internal__.smart_cond', 'tensorflow.compat.v2.__internal__.test.combinations', 'tensorflow.compat.v2.__internal__.test', 'tensorflow.compat.v2.__internal__.tf2', 'tensorflow.compat.v2.__internal__.tracking', 'tensorflow.compat.v2.__internal__.train', 'tensorflow.compat.v2.__internal__.types', 'tensorflow.compat.v2.__internal__', 'tensorflow.compat.v2.__operators__', 'tensorflow.compat.v2.audio', 'tensorflow.compat.v2.autodiff', 'tensorflow.compat.v2.autograph.experimental', 'tensorflow.compat.v2.autograph', 'tensorflow.compat.v2.bitwise', 'tensorflow.compat.v2.compat.v1.compat', 'tensorflow.compat.v2.compat.v1', 'tensorflow.compat.v2.compat.v2.compat', 'tensorflow.compat.v2.compat.v2', 'tensorflow.compat.v2.compat', 'tensorflow.compat.v2.config.experimental', 'tensorflow.compat.v2.config.optimizer', 'tensorflow.compat.v2.config.threading', 'tensorflow.compat.v2.config', 'tensorflow.compat.v2.data.experimental.service', 'tensorflow.compat.v2.data.experimental', 'tensorflow.compat.v2.data', 'tensorflow.compat.v2.debugging.experimental', 'tensorflow.compat.v2.debugging', 'tensorflow.compat.v2.distribute.cluster_resolver', 'tensorflow.compat.v2.distribute.coordinator', 'tensorflow.compat.v2.distribute.experimental.coordinator', 'tensorflow.compat.v2.distribute.experimental.partitioners', 'tensorflow.compat.v2.distribute.experimental.rpc', 'tensorflow.compat.v2.distribute.experimental', 'tensorflow.compat.v2.distribute', 'tensorflow.compat.v2.dtypes', 'tensorflow.compat.v2.errors', 'tensorflow.compat.v2.experimental.dlpack', 'tensorflow.compat.v2.experimental.dtensor', 'tensorflow.compat.v2.experimental.numpy.random', 'tensorflow.compat.v2.experimental.numpy', 'tensorflow.compat.v2.experimental.tensorrt', 'tensorflow.compat.v2.experimental', 'tensorflow.compat.v2.feature_column', 'tensorflow.compat.v2.graph_util', 'tensorflow.compat.v2.image', 'tensorflow.compat.v2.io.gfile', 'tensorflow.compat.v2.io', 'tensorflow.compat.v2.linalg.experimental', 'tensorflow.compat.v2.linalg', 'tensorflow.compat.v2.lite.experimental.authoring', 'tensorflow.compat.v2.lite.experimental', 'tensorflow.compat.v2.lite', 'tensorflow.compat.v2.lookup.experimental', 'tensorflow.compat.v2.lookup', 'tensorflow.compat.v2.math.special', 'tensorflow.compat.v2.math', 'tensorflow.compat.v2.mlir.experimental', 'tensorflow.compat.v2.mlir', 'tensorflow.compat.v2.nest', 'tensorflow.compat.v2.nn.experimental', 'tensorflow.compat.v2.nn', 'tensorflow.compat.v2.profiler.experimental.client', 'tensorflow.compat.v2.profiler.experimental.server', 'tensorflow.compat.v2.profiler.experimental', 'tensorflow.compat.v2.profiler', 'tensorflow.compat.v2.quantization', 'tensorflow.compat.v2.queue', 'tensorflow.compat.v2.ragged', 'tensorflow.compat.v2.random.experimental', 'tensorflow.compat.v2.random', 'tensorflow.compat.v2.raw_ops', 'tensorflow.compat.v2.saved_model.experimental', 'tensorflow.compat.v2.saved_model', 'tensorflow.compat.v2.sets', 'tensorflow.compat.v2.signal', 'tensorflow.compat.v2.sparse', 'tensorflow.compat.v2.strings', 'tensorflow.compat.v2.summary.experimental', 'tensorflow.compat.v2.summary', 'tensorflow.compat.v2.sysconfig', 'tensorflow.compat.v2.test', 'tensorflow.compat.v2.tpu.experimental.embedding', 'tensorflow.compat.v2.tpu.experimental', 'tensorflow.compat.v2.tpu', 'tensorflow.compat.v2.train.experimental', 'tensorflow.compat.v2.train', 'tensorflow.compat.v2.types.experimental.distributed', 'tensorflow.compat.v2.types.experimental', 'tensorflow.compat.v2.types', 'tensorflow.compat.v2.version', 'tensorflow.compat.v2.xla.experimental', 'tensorflow.compat.v2.xla', 'tensorflow.compat.v2', 'tensorflow.compat', 'keras.backend_config', 'keras.distribute.distribute_coordinator_utils', 'keras.engine', 'keras.utils.dataset_utils', 'keras.utils.audio_dataset', 'six.moves.urllib.parse', 'keras.utils.keras_logging', 'keras.utils.io_utils', 'keras.utils.tf_inspect', 'keras.utils.tf_contextlib', 'keras.utils.generic_utils', 'keras.utils.data_utils', 'PIL._version', 'PIL', 'PIL.ExifTags', 'PIL.ImageMode', 'PIL.TiffTags', 'PIL._binary', 'PIL._deprecate', 'PIL._util', 'PIL._imaging', 'cffi.lock', 'cffi.error', 'cffi.model', 'cffi.api', 'cffi', 'PIL.Image', 'keras.utils.image_utils', 'keras.utils.image_dataset', 'keras.utils.layer_utils', 'keras.utils.np_utils', 'keras.utils.text_dataset', 'keras.utils.object_identity', 'keras.utils.tf_utils', 'keras.utils.timeseries_dataset', 'keras.utils.vis_utils', 'keras.utils', 'keras.engine.keras_tensor', 'keras.utils.control_flow_util', 'keras.backend', 'keras.optimizers.legacy', 'keras.optimizers.optimizer_v2', 'keras.initializers.initializers_v1', 'keras.dtensor', 'keras.dtensor.utils', 'keras.initializers.initializers_v2', 'keras.initializers', 'keras.engine.base_layer_utils', 'keras.optimizers.optimizer_v2.utils', 'keras.optimizers.schedules', 'keras.optimizers.schedules.learning_rate_schedule', 'keras.optimizers.optimizer_v2.optimizer_v2', 'keras.optimizers.optimizer_v2.adadelta', 'keras.optimizers.legacy.adadelta', 'keras.optimizers.optimizer_v2.adagrad', 'keras.optimizers.legacy.adagrad', 'keras.optimizers.optimizer_v2.adam', 'keras.optimizers.legacy.adam', 'keras.optimizers.optimizer_v2.adamax', 'keras.optimizers.legacy.adamax', 'keras.optimizers.optimizer_v2.ftrl', 'keras.optimizers.legacy.ftrl', 'keras.optimizers.optimizer_v2.nadam', 'keras.optimizers.legacy.nadam', 'keras.optimizers.legacy.optimizer', 'keras.optimizers.optimizer_v2.rmsprop', 'keras.optimizers.legacy.rmsprop', 'keras.optimizers.optimizer_v2.gradient_descent', 'keras.optimizers.legacy.sgd', 'keras.optimizers.optimizer_experimental', 'keras.optimizers.optimizer_experimental.optimizer', 'keras.optimizers.optimizer_experimental.adadelta', 'keras.optimizers.optimizer_experimental.adagrad', 'keras.optimizers.optimizer_experimental.adam', 'keras.optimizers.optimizer_experimental.adamax', 'keras.optimizers.optimizer_experimental.adamw', 'keras.optimizers.optimizer_experimental.ftrl', 'keras.optimizers.optimizer_experimental.nadam', 'keras.optimizers.optimizer_experimental.rmsprop', 'keras.optimizers.optimizer_experimental.sgd', 'keras.optimizers.optimizer_v1', 'keras.optimizers', 'keras.distribute.sidecar_evaluator', 'keras.distribute', 'keras.dtensor.lazy_variable', 'keras.constraints', 'keras.regularizers', 'keras.engine.input_spec', 'keras.saving', 'keras.saving.saved_model', 'keras.saving.saved_model.json_utils', 'keras.engine.node', 'keras.mixed_precision.loss_scale_optimizer', 'keras.mixed_precision.device_compatibility_check', 'keras.mixed_precision.policy', 'keras.mixed_precision', 'keras.distribute.distributed_training_utils', 'keras.mixed_precision.autocast_variable', 'keras.saving.saved_model.utils', 'keras.saving.saved_model.base_serialization', 'keras.saving.saved_model.constants', 'keras.saving.experimental', 'keras.saving.experimental.saving_lib', 'keras.utils.losses_utils', 'keras.losses', 'keras.utils.version_utils', 'keras.saving.saving_utils', 'keras.protobuf', 'keras.protobuf.versions_pb2', 'keras.protobuf.saved_metadata_pb2', 'keras.saving.saved_model.order_preserving_set', 'keras.saving.saved_model.serialized_attributes', 'keras.utils.metrics_utils', 'keras.saving.saved_model.load', 'keras.saving.saved_model.save_impl', 'keras.saving.saved_model.layer_serialization', 'keras.utils.traceback_utils', 'keras.engine.base_layer', 'keras.dtensor.layout_map', 'keras.engine.input_layer', 'keras.engine.functional_utils', 'keras.distribute.distributed_file_utils', 'keras.utils.mode_keys', 'keras.distribute.worker_training_state', 'keras.callbacks', 'keras.saving.saved_model.metric_serialization', 'keras.metrics.base_metric', 'keras.engine.training_utils', 'keras.utils.dataset_creator', 'keras.engine.data_adapter', 'keras.engine.base_preprocessing_layer', 'keras.layers.activation.elu', 'keras.layers.activation.leaky_relu', 'keras.layers.activation.prelu', 'keras.layers.activation.relu', 'keras.layers.activation.softmax', 'keras.layers.activation.thresholded_relu', 'keras.layers.activation', 'keras.layers.attention.base_dense_attention', 'keras.layers.attention.additive_attention', 'keras.layers.attention.attention', 'keras.layers.core.activation', 'keras.layers.core.dense', 'keras.layers.core.einsum_dense', 'keras.layers.core.embedding', 'keras.layers.core.lambda_layer', 'keras.layers.core.masking', 'keras.layers.core.tf_op_layer', 'keras.layers.regularization.activity_regularization', 'keras.layers.regularization.alpha_dropout', 'keras.layers.regularization.dropout', 'keras.layers.regularization.gaussian_dropout', 'keras.layers.regularization.gaussian_noise', 'keras.layers.regularization.spatial_dropout1d', 'keras.layers.regularization.spatial_dropout2d', 'keras.layers.regularization.spatial_dropout3d', 'keras.layers.regularization', 'keras.utils.conv_utils', 'keras.layers.reshaping.cropping1d', 'keras.layers.reshaping.cropping2d', 'keras.layers.reshaping.cropping3d', 'keras.layers.reshaping.flatten', 'keras.layers.reshaping.permute', 'keras.layers.reshaping.repeat_vector', 'keras.layers.reshaping.reshape', 'keras.layers.reshaping.up_sampling1d', 'keras.layers.reshaping.up_sampling2d', 'keras.layers.reshaping.up_sampling3d', 'keras.layers.reshaping.zero_padding1d', 'keras.layers.reshaping.zero_padding2d', 'keras.layers.reshaping.zero_padding3d', 'keras.layers.reshaping', 'keras.layers.core', 'keras.layers.attention.multi_head_attention', 'keras.layers.attention', 'keras.layers.convolutional.base_conv', 'keras.layers.convolutional.conv1d', 'keras.layers.convolutional.conv1d_transpose', 'keras.layers.convolutional.conv2d', 'keras.layers.convolutional.conv2d_transpose', 'keras.layers.convolutional.conv3d', 'keras.layers.convolutional.conv3d_transpose', 'keras.layers.convolutional.base_depthwise_conv', 'keras.layers.convolutional.depthwise_conv1d', 'keras.layers.convolutional.depthwise_conv2d', 'keras.layers.convolutional.base_separable_conv', 'keras.layers.convolutional.separable_conv1d', 'keras.layers.convolutional.separable_conv2d', 'keras.layers.pooling.base_pooling1d', 'keras.layers.pooling.average_pooling1d', 'keras.layers.pooling.base_pooling2d', 'keras.layers.pooling.average_pooling2d', 'keras.layers.pooling.base_pooling3d', 'keras.layers.pooling.average_pooling3d', 'keras.layers.pooling.base_global_pooling1d', 'keras.layers.pooling.global_average_pooling1d', 'keras.layers.pooling.base_global_pooling2d', 'keras.layers.pooling.global_average_pooling2d', 'keras.layers.pooling.base_global_pooling3d', 'keras.layers.pooling.global_average_pooling3d', 'keras.layers.pooling.global_max_pooling1d', 'keras.layers.pooling.global_max_pooling2d', 'keras.layers.pooling.global_max_pooling3d', 'keras.layers.pooling.max_pooling1d', 'keras.layers.pooling.max_pooling2d', 'keras.layers.pooling.max_pooling3d', 'keras.layers.pooling', 'keras.layers.convolutional', 'keras.layers.locally_connected.locally_connected_utils', 'keras.layers.locally_connected.locally_connected1d', 'keras.layers.locally_connected.locally_connected2d', 'keras.layers.locally_connected', 'keras.layers.merging.base_merge', 'keras.layers.merging.add', 'keras.layers.merging.average', 'keras.layers.merging.concatenate', 'keras.layers.merging.dot', 'keras.layers.merging.maximum', 'keras.layers.merging.minimum', 'keras.layers.merging.multiply', 'keras.layers.merging.subtract', 'keras.layers.merging', 'keras.layers.normalization', 'keras.layers.normalization.batch_normalization', 'keras.layers.normalization.layer_normalization', 'keras.layers.normalization.unit_normalization', 'keras.layers.preprocessing', 'keras.layers.preprocessing.preprocessing_utils', 'keras.layers.preprocessing.category_encoding', 'keras.layers.preprocessing.discretization', 'keras.layers.preprocessing.hashed_crossing', 'keras.layers.preprocessing.hashing', 'keras.layers.preprocessing.image_preprocessing', 'keras.layers.preprocessing.index_lookup', 'keras.layers.preprocessing.integer_lookup', 'keras.layers.preprocessing.normalization', 'keras.layers.preprocessing.string_lookup', 'keras.layers.preprocessing.text_vectorization', 'keras.layers.normalization.batch_normalization_v1', 'keras.layers.kernelized', 'keras.layers.rnn.rnn_utils', 'keras.layers.rnn.abstract_rnn_cell', 'keras.layers.rnn.dropout_rnn_cell_mixin', 'keras.layers.rnn.stacked_rnn_cells', 'keras.layers.rnn.base_rnn', 'keras.layers.rnn.simple_rnn', 'keras.layers.rnn.gru_lstm_utils', 'keras.layers.rnn.gru', 'keras.layers.rnn.gru_v1', 'keras.layers.rnn.lstm', 'keras.layers.rnn.lstm_v1', 'keras.layers.rnn.base_wrapper', 'keras.layers.rnn.bidirectional', 'keras.layers.rnn.cell_wrappers', 'keras.layers.rnn.base_conv_rnn', 'keras.layers.rnn.base_conv_lstm', 'keras.layers.rnn.conv_lstm1d', 'keras.layers.rnn.conv_lstm2d', 'keras.layers.rnn.conv_lstm3d', 'keras.layers.rnn.base_cudnn_rnn', 'keras.layers.rnn.cudnn_gru', 'keras.layers.rnn.cudnn_lstm', 'keras.layers.rnn.time_distributed', 'keras.layers.rnn', 'keras.layers.serialization', 'keras.layers', 'keras.activations', 'keras.metrics.metrics', 'keras.metrics', 'keras.engine.compile_utils', 'keras.saving.model_config', 'keras.saving.hdf5_format', 'keras.saving.saved_model.load_context', 'keras.saving.saved_model.save', 'keras.saving.save', 'keras.saving.pickle_utils', 'keras.saving.saved_model.model_serialization', 'keras.engine.training', 'keras.saving.saved_model.network_serialization', 'keras.engine.functional', 'keras.engine.sequential', 'keras.engine.training_utils_v1', 'keras.distribute.distributed_training_utils_v1', 'keras.engine.training_arrays_v1', 'keras.engine.partial_batch_padding_handler', 'keras.engine.training_distributed_v1', 'keras.engine.training_eager_v1', 'keras.engine.training_generator_v1', 'keras.engine.training_v1', 'keras.models.cloning', 'keras.models.sharpness_aware_minimization', 'keras.models', 'keras', 'tensorflow.python.util.fast_module_type', 'tensorflow.tools.compatibility', 'tensorflow.tools.compatibility.renames_v2', 'tensorflow.tools.compatibility.all_renames_v2', 'tensorflow.python.util.module_wrapper', 'keras.api.keras.__internal__.layers', 'keras.legacy_tf_layers.migration_utils', 'keras.legacy_tf_layers', 'keras.engine.base_layer_v1', 'keras.legacy_tf_layers.variable_scope_shim', 'keras.legacy_tf_layers.base', 'keras.api.keras.__internal__.legacy.layers.experimental', 'keras.legacy_tf_layers.convolutional', 'keras.legacy_tf_layers.core', 'keras.legacy_tf_layers.normalization', 'keras.legacy_tf_layers.pooling', 'keras.api.keras.__internal__.legacy.layers', 'keras.layers.rnn.legacy_cells', 'keras.layers.rnn.legacy_cell_wrappers', 'keras.api.keras.__internal__.legacy.rnn_cell', 'keras.api.keras.__internal__.legacy', 'keras.api.keras.__internal__', 'keras.api.keras.activations', 'keras.applications.imagenet_utils', 'keras.applications.convnext', 'keras.applications.densenet', 'keras.applications.efficientnet', 'keras.applications.efficientnet_v2', 'keras.applications.inception_resnet_v2', 'keras.applications.inception_v3', 'keras.applications.mobilenet', 'keras.applications.mobilenet_v2', 'keras.applications.mobilenet_v3', 'keras.applications.nasnet', 'keras.applications.resnet', 'keras.applications.resnet_rs', 'keras.applications.resnet_v2', 'keras.applications.vgg16', 'keras.applications.vgg19', 'keras.applications.xception', 'keras.applications', 'keras.api.keras.applications.convnext', 'keras.api.keras.applications.densenet', 'keras.api.keras.applications.efficientnet', 'keras.api.keras.applications.efficientnet_v2', 'keras.api.keras.applications.imagenet_utils', 'keras.api.keras.applications.inception_resnet_v2', 'keras.api.keras.applications.inception_v3', 'keras.api.keras.applications.mobilenet', 'keras.api.keras.applications.mobilenet_v2', 'keras.api.keras.applications.mobilenet_v3', 'keras.api.keras.applications.nasnet', 'keras.applications.regnet', 'keras.api.keras.applications.regnet', 'keras.api.keras.applications.resnet', 'keras.api.keras.applications.resnet50', 'keras.api.keras.applications.resnet_rs', 'keras.api.keras.applications.resnet_v2', 'keras.api.keras.applications.vgg16', 'keras.api.keras.applications.vgg19', 'keras.api.keras.applications.xception', 'keras.api.keras.applications', 'keras.api.keras.backend', 'keras.callbacks_v1', 'keras.api.keras.callbacks', 'keras.api.keras.constraints', 'keras.datasets', 'keras.datasets.boston_housing', 'keras.api.keras.datasets.boston_housing', 'keras.datasets.cifar', 'keras.datasets.cifar10', 'keras.api.keras.datasets.cifar10', 'keras.datasets.cifar100', 'keras.api.keras.datasets.cifar100', 'keras.datasets.fashion_mnist', 'keras.api.keras.datasets.fashion_mnist', 'scipy.ndimage._ni_support', 'scipy.ndimage._nd_image', 'scipy._lib.doccer', 'scipy.ndimage._ni_docstrings', 'scipy.ndimage._filters', 'scipy.ndimage._fourier', 'scipy.special._sf_error', 'scipy.special._ufuncs_cxx', 'scipy.special._ufuncs', 'scipy.special._specfun', 'scipy.special._comb', 'scipy.special._basic', 'scipy.special._logsumexp', 'scipy.special._orthogonal', 'scipy.special._spfun_stats', 'scipy.special._ellip_harm_2', 'scipy.special._ellip_harm', 'scipy.special._lambertw', 'scipy.special._spherical_bessel', 'scipy.special._add_newdocs', 'scipy.special.add_newdocs', 'scipy.special.basic', 'scipy.special.orthogonal', 'scipy.special.specfun', 'scipy.special.sf_error', 'scipy.special.spfun_stats', 'scipy.special', 'scipy.ndimage._interpolation', '_ni_label', 'scipy.ndimage._ni_label', 'scipy.ndimage._morphology', 'scipy.ndimage._measurements', 'scipy.ndimage.filters', 'scipy.ndimage.fourier', 'scipy.ndimage.interpolation', 'scipy.ndimage.measurements', 'scipy.ndimage.morphology', 'scipy.ndimage', 'PIL.ImageFilter', 'PIL.ImageStat', 'PIL.ImageEnhance', 'keras.preprocessing.image', 'keras.preprocessing.sequence', 'keras.preprocessing.text', 'keras.preprocessing', 'keras.datasets.imdb', 'keras.api.keras.datasets.imdb', 'keras.datasets.mnist', 'keras.api.keras.datasets.mnist', 'keras.datasets.reuters', 'keras.api.keras.datasets.reuters', 'keras.api.keras.datasets', 'keras.estimator', 'keras.api.keras.estimator', 'keras.feature_column', 'keras.feature_column.base_feature_layer', 'keras.feature_column.sequence_feature_column', 'keras.premade_models.linear', 'keras.premade_models.wide_deep', 'keras.premade_models', 'keras.saving.utils_v1.unexported_constants', 'keras.saving.utils_v1.signature_def_utils', 'keras.saving.utils_v1.export_output', 'keras.saving.utils_v1.mode_keys', 'keras.saving.utils_v1.export_utils', 'keras.saving.utils_v1', 'keras.saving.saved_model_experimental', 'keras.api.keras.experimental', 'keras.api.keras.initializers', 'keras.api.keras.layers.experimental.preprocessing', 'keras.api.keras.layers.experimental', 'keras.feature_column.dense_features', 'keras.api.keras.layers', 'keras.api.keras.losses', 'keras.api.keras.metrics', 'keras.api.keras.mixed_precision', 'keras.api.keras.models', 'keras.api.keras.optimizers.legacy', 'keras.api.keras.optimizers.schedules', 'keras.api.keras.optimizers', 'keras.api.keras.preprocessing.image', 'keras.api.keras.preprocessing.sequence', 'keras.api.keras.preprocessing.text', 'keras.api.keras.preprocessing', 'keras.api.keras.regularizers', 'keras.api.keras.utils', 'keras.wrappers', 'keras.wrappers.scikit_learn', 'keras.api.keras.wrappers.scikit_learn', 'keras.api.keras.wrappers', 'keras.api.keras', 'keras.api', 'keras.api._v2.keras.__internal__.backend', 'keras.api._v2.keras.__internal__.layers', 'keras.api._v2.keras.__internal__.losses', 'keras.api._v2.keras.__internal__.models', 'keras.testing_infra', 'keras.testing_infra.test_utils', 'keras.api._v2.keras.__internal__.utils', 'keras.api._v2.keras.__internal__', 'keras.api._v2.keras.activations', 'keras.api._v2.keras.applications.convnext', 'keras.api._v2.keras.applications.densenet', 'keras.api._v2.keras.applications.efficientnet', 'keras.api._v2.keras.applications.efficientnet_v2', 'keras.api._v2.keras.applications.imagenet_utils', 'keras.api._v2.keras.applications.inception_resnet_v2', 'keras.api._v2.keras.applications.inception_v3', 'keras.api._v2.keras.applications.mobilenet', 'keras.api._v2.keras.applications.mobilenet_v2', 'keras.api._v2.keras.applications.mobilenet_v3', 'keras.api._v2.keras.applications.nasnet', 'keras.api._v2.keras.applications.regnet', 'keras.api._v2.keras.applications.resnet', 'keras.api._v2.keras.applications.resnet50', 'keras.api._v2.keras.applications.resnet_rs', 'keras.api._v2.keras.applications.resnet_v2', 'keras.api._v2.keras.applications.vgg16', 'keras.api._v2.keras.applications.vgg19', 'keras.api._v2.keras.applications.xception', 'keras.api._v2.keras.applications', 'keras.api._v2.keras.backend.experimental', 'keras.api._v2.keras.backend', 'keras.api._v2.keras.callbacks.experimental', 'keras.api._v2.keras.callbacks', 'keras.api._v2.keras.constraints', 'keras.api._v2.keras.datasets.boston_housing', 'keras.api._v2.keras.datasets.cifar10', 'keras.api._v2.keras.datasets.cifar100', 'keras.api._v2.keras.datasets.fashion_mnist', 'keras.api._v2.keras.datasets.imdb', 'keras.api._v2.keras.datasets.mnist', 'keras.api._v2.keras.datasets.reuters', 'keras.api._v2.keras.datasets', 'keras.dtensor.optimizers', 'keras.api._v2.keras.dtensor.experimental.optimizers', 'keras.api._v2.keras.dtensor.experimental', 'keras.api._v2.keras.dtensor', 'keras.api._v2.keras.estimator', 'keras.api._v2.keras.experimental', 'keras.api._v2.keras.initializers', 'keras.api._v2.keras.layers.experimental.preprocessing', 'keras.api._v2.keras.layers.experimental', 'keras.feature_column.dense_features_v2', 'keras.api._v2.keras.layers', 'keras.api._v2.keras.losses', 'keras.api._v2.keras.metrics', 'keras.api._v2.keras.mixed_precision', 'keras.api._v2.keras.models.experimental', 'keras.api._v2.keras.models', 'keras.api._v2.keras.optimizers.experimental', 'keras.api._v2.keras.optimizers.legacy', 'keras.api._v2.keras.optimizers.schedules', 'keras.api._v2.keras.optimizers', 'keras.api._v2.keras.preprocessing.image', 'keras.api._v2.keras.preprocessing.sequence', 'keras.api._v2.keras.preprocessing.text', 'keras.api._v2.keras.preprocessing', 'keras.api._v2.keras.regularizers', 'keras.api._v2.keras.utils.experimental', 'keras.api._v2.keras.utils', 'keras.api._v2.keras.wrappers.scikit_learn', 'keras.api._v2.keras.wrappers', 'keras.api._v2.keras', 'keras.api._v2', 'tensorflow', 'scripts', 'scripts.train', 'cv2.load_config_py3', 'cv2.version', 'cv2.Error', 'cv2.aruco', 'cv2.cuda', 'cv2.detail', 'cv2.dnn', 'cv2.fisheye', 'cv2.flann', 'cv2.gapi.core', 'cv2.gapi.core.cpu', 'cv2.gapi.core.fluid', 'cv2.gapi.core.ocl', 'cv2.gapi.ie', 'cv2.gapi.ie.detail', 'cv2.gapi.oak', 'cv2.gapi.onnx', 'cv2.gapi.own', 'cv2.gapi.own.detail', 'cv2.gapi.render', 'cv2.gapi.render.ocv', 'cv2.gapi.streaming', 'cv2.gapi.video', 'cv2.gapi.wip', 'cv2.gapi.wip.draw', 'cv2.gapi.wip.gst', 'cv2.gapi.wip.onevpl', 'cv2.ipp', 'cv2.ml', 'cv2.ocl', 'cv2.ogl', 'cv2.parallel', 'cv2.samples', 'cv2.segmentation', 'cv2.utils.fs', 'cv2.utils.nested', 'cv2.videoio_registry', 'cv2.data', 'cv2.gapi', 'cv2.mat_wrapper', 'cv2.misc.version', 'cv2.misc', 'cv2.utils', 'cv2', 'lib.gui', 'lib.gui.command', 'tkinter.ttk', 'lib.gui.control_helper', 'tkinter.commondialog', 'tkinter.colorchooser', 'lib.gui.custom_widgets', 'lib.gui.utils', 'lib.gui.utils.config', 'lib.gui._config', 'tkinter.font', 'matplotlib', 'matplotlib._api.deprecation', 'matplotlib._api', 'matplotlib._version', 'matplotlib._c_internal_utils', 'matplotlib.cbook', 'matplotlib.docstring', 'PIL.ImageChops', 'PIL.ImageFile', 'PIL.GimpGradientFile', 'PIL.GimpPaletteFile', 'PIL.ImageColor', 'PIL.PaletteFile', 'PIL.ImagePalette', 'PIL.ImageSequence', 'PIL.PngImagePlugin', 'matplotlib._path', 'matplotlib.bezier', 'matplotlib.path', 'matplotlib.transforms', 'matplotlib.ticker', 'matplotlib.scale', 'matplotlib._color_data', 'matplotlib.colors', 'pyparsing.util', 'pyparsing.unicode', 'pyparsing.exceptions', 'pyparsing.actions', 'pyparsing.results', 'pyparsing.core', 'pyparsing.helpers', 'pyparsing.testing', 'pyparsing.common', 'pyparsing', 'matplotlib.fontconfig_pattern', 'matplotlib._enums', 'cycler', 'matplotlib.rcsetup', 'matplotlib.ft2font', 'dateutil._version', 'dateutil', 'kiwisolver._cext', 'kiwisolver']
02/01/2023 21:53:37 MainProcess     MainThread                     __init__        wrapper                        DEBUG    CACHEDIR=C:\Users\Administrator\.matplotlib
02/01/2023 21:53:37 MainProcess     MainThread                     font_manager    _load_fontmanager              DEBUG    Using fontManager instance from C:\Users\Administrator\.matplotlib\fontlist-v330.json
02/01/2023 21:53:37 MainProcess     MainThread                     queue_manager   __init__                       DEBUG    Initializing _QueueManager
02/01/2023 21:53:37 MainProcess     MainThread                     queue_manager   __init__                       DEBUG    Initialized _QueueManager
02/01/2023 21:53:38 MainProcess     MainThread                     stats           __init__                       DEBUG    Initializing GlobalSession
02/01/2023 21:53:38 MainProcess     MainThread                     stats           __init__                       DEBUG    Initialized GlobalSession
02/01/2023 21:53:38 MainProcess     MainThread                     train           __init__                       DEBUG    Initializing Train: (args: Namespace(func=<bound method ScriptExecutor.execute_script of <lib.cli.launcher.ScriptExecutor object at 0x000002F2751A2490>>, configfile=None, loglevel='INFO', logfile=None, redirect_gui=True, colab=False, input_a='E:\\train\\ybysorted', input_b='E:\\train\\syt2', model_dir='E:\\train\\model', load_weights=None, trainer='original', summary=False, freeze_weights=False, batch_size=16, iterations=1000000, distribution_strategy='default', save_interval=250, snapshot_interval=25000, timelapse_input_a=None, timelapse_input_b=None, timelapse_output=None, preview=False, write_image=False, no_logs=False, warp_to_landmarks=False, no_flip=False, no_augment_color=False, no_warp=False, exclude_gpus=None)
02/01/2023 21:53:38 MainProcess     MainThread                     train           _get_images                    DEBUG    Getting image paths
02/01/2023 21:53:38 MainProcess     MainThread                     utils           get_image_paths                DEBUG    Scanned Folder contains 4554 files
02/01/2023 21:53:38 MainProcess     MainThread                     utils           get_image_paths                DEBUG    Returning 4554 images
02/01/2023 21:53:38 MainProcess     MainThread                     train           _get_images                    DEBUG    Test file: (filename: E:\train\ybysorted\000000_VID_20221228_130942_002077_0.png, metadata: {'width': 512, 'height': 512, 'itxt': {'alignments': {'x': 84, 'w': 510, 'y': 615, 'h': 696, 'landmarks_xy': [[82.91827392578125, 971.2828369140625], [82.91827392578125, 1038.9271240234375], [82.91827392578125, 1096.907958984375], [102.24517822265625, 1164.5521240234375], [131.23556518554688, 1232.1962890625], [160.2259521484375, 1280.513671875], [179.55288696289062, 1309.5040283203125], [208.54327392578125, 1328.8309326171875], [266.5240478515625, 1338.494384765625], [353.49517822265625, 1319.16748046875], [440.46636962890625, 1290.1771240234375], [508.110595703125, 1261.186767578125], [556.4279174804688, 1212.869384765625], [595.0817260742188, 1145.22509765625], [614.4086303710938, 1077.5809326171875], [624.0721435546875, 1000.2732543945312], [633.735595703125, 922.965576171875], [92.58172607421875, 874.6482543945312], [102.24517822265625, 826.3309326171875], [131.23556518554688, 797.340576171875], [150.5625, 787.6771240234375], [179.55288696289062, 787.6771240234375], [305.1778564453125, 758.6867065429688], [343.83172607421875, 749.0232543945312], [382.485595703125, 749.0232543945312], [430.8028564453125, 758.6867065429688], [479.12017822265625, 797.340576171875], [237.53363037109375, 874.6482543945312], [218.20672607421875, 922.965576171875], [198.87979125976562, 961.619384765625], [198.87979125976562, 990.6098022460938], [198.87979125976562, 1048.590576171875], [208.54327392578125, 1048.590576171875], [227.87017822265625, 1048.590576171875], [256.860595703125, 1038.9271240234375], [285.8509521484375, 1038.9271240234375], [131.23556518554688, 922.965576171875], [140.8990478515625, 903.6386108398438], [169.88943481445312, 893.9751586914062], [198.87979125976562, 903.6386108398438], [169.88943481445312, 913.3021240234375], [140.8990478515625, 922.965576171875], [324.50482177734375, 874.6482543945312], [353.49517822265625, 855.3213500976562], [382.485595703125, 845.6578369140625], [421.139404296875, 855.3213500976562], [382.485595703125, 874.6482543945312], [353.49517822265625, 874.6482543945312], [169.88943481445312, 1164.5521240234375], [179.55288696289062, 1125.898193359375], [208.54327392578125, 1096.907958984375], [227.87017822265625, 1096.907958984375], [247.1971435546875, 1087.244384765625], [295.514404296875, 1106.5712890625], [334.16827392578125, 1135.561767578125], [295.514404296875, 1154.888671875], [256.860595703125, 1174.215576171875], [227.87017822265625, 1183.8790283203125], [208.54327392578125, 1183.8790283203125], [189.21633911132812, 1174.215576171875], [179.55288696289062, 1154.888671875], [208.54327392578125, 1135.561767578125], [227.87017822265625, 1125.898193359375], [256.860595703125, 1125.898193359375], [324.50482177734375, 1135.561767578125], [256.860595703125, 1135.561767578125], [227.87017822265625, 1135.561767578125], [208.54327392578125, 1145.22509765625]], 'mask': {'components': {'mask': b"x\x9c\xed\xda\x89m\xc30\x10DQu\xa6\xd2\xb64\x96\xa6\xc4\x8e\x11\xe4\x82!\xce|j\x11c\xa6\x81\xc7cA[Kn[\x92$I\x92$I\x92$I\x92$I\x92\xfc\x83\xd4{\xda\xe8q|f\\:\x8eo\xf4\x97\xec}\xf4c\x19\xfa\xe8\xc7\x00\xd6,\xc1\x19z\xd9\x1e\xec\xa7\xed{\xe8:\x9c\xd3\x0f\xba\x08\xa6y\xb6\x08\x04\xfe\x00\x8b@\xe3\xb1\x01\xa8<U\x042\xcf\x0c\xa0\x0c\x9f\xd8\x03\xcf\xf7\x07\xe0\xf1\xfeQ\xe4\xfaf\x11\xec\xb6\xef\x1dE\xe5\xfbV\x11 \xbe1\x00\xc6\xd7\x8b\x80\xe1\xf5\x01P\xbe\xba\x07\x9c\xaf\r\x00\xf4\x95\xa3h'}\xa1\x08\n\xf5\x8ff\xbf{\xfe\xf3\x05\xd0\xed\xa3|\xbb?\x7f\x02\xb0\xfe4\x1f\x9f\x8cp\xfe\xc6\x07#\xfc\x00\xa3\xfe<\x1f\x1f\x8c\xf2\x17\x94\xf4\x95/\xc1\xf8\\\x04\xfe\x95|\xe9\x0b\x0c\xf4\xa5F\x08\xe8K\x9f_\xc5\xf9\n\x0f\xfab\x1f\n\xf3\xc5\x16\x08\xe6k<\xb6\x01j\xff\x83\xf2\xe56$\xe4\xab<\xe4\xeb]\xd8B|\x99g:0N\x13z\xf8\xbc\xd5\x82.\xdf\xf7.\x01z\xa7\x0f,\x80\xc7\xdb\x15h_\xc6\x8e\xd6\xe9\xf7_\x81Y\x15H\xdc\x82\x1a\x0b\xc0\\\xc26\xf3\xea\x02p\xaf\x00F//\x9d\x01\xe8\x1b\x88\x9a\xd6\xe1G(\xbd\xfa\xdc\x0e,y\x014Z\xf5\xed\xec\x0e\xd4\xb2\x07`'v`\x1d~\xcb\xf3\x1d\x18k\xf1[\xea\t\xbe\xda\xfe\xc8\x9fKp\xe5\xb3\xc3\xbd~\xd0\x17\xbc7\xfc\x95\xfbS\xbc\x1e:I^#oD\x99T\xb9", 'affine_matrix': [[0.14222201955702665, -0.0008006066336881809, 25.892579016163708], [0.0008006066336881888, 0.14222201955702665, -69.08348559142955]], 'interpolator': 2, 'stored_size': 128, 'stored_centering': 'face'}, 'extended': {'mask': b'x\x9c\xed\xda\x81m\xc30\x0cDQo\xa6\xd18\x9aFS\x8b6i\x8160\xcc\xbb\xaf\x10iy\x0b\xbc\xb3\x95\x08\xb6\xc5\xe3\xe8t:\x9dN\xa7\xd3\xe9t:\x9dN\xe7u\x121\xca\xe4X\xb7\xcc\'\xb7\x88\x98\xebw\xde\x0b\xed\xa7\xc7C\xfa+s+\x1dg\xf4\xce\x02\x97\xe8m\x05\xc6U{O\x81\x99\xe2\xd7\x82\xff\nY\x1e.\x90\xe7\xc9\x02C\xd0\xc1\x02"O\x15\x90y\xa8@\xe8>R\xc0\xf1\x89m\xc0\xe0\x91\x02\x96\x0f\x14\xf0|\xbf\x80\xe9\xdb\x05\\\xdf,\x10\xb6\xef\x15\x00|\xab\x00\xe1;\xfb\x10\xe2\x1b\x05\x18_/\x00\xf9r\x01\xcaW\x0b`\xbeX\x80\xf3\xb5\x02\xa0/\x15 }e\x1f"}\xa5\x00\xea\x0b\x05X?_\x00\xf6\xd7?\xbf\xfe\xf4\xd7\x91\xf6\xd1\xa4\xb7\xc0\xc1\xfaY\x1ex\xfem\xff;\xc2\xc7\xc9\xf6\xc1\x08O \xa8\x9f\xe7\xdb\x07\xa3<\x00\x92\xber6\xd1>\x17\x81\xffK\xbe\xf4\x1d\x06\xf4\xa5\xa39\xd0\xaf~\x01Vx\xd0\x17OF1_\xfc\x02\x83\xf9\x1a\x8f-\x80\xfa\x15\x94\xf2\xe5\x83q\xc8Wy\xc8\xd7\xe7\x02\x02\xf1e\x9ey\x05t\xc6"\xa6\xcfW\x9fAx\'\x91\xb5\x97\x0f\xdc\x00\x8f\xb7\x7f\x81\xf6L\xce,\xbd|w\x01\x80c\xf0b\xde\xb9\x01\xcc\x18D1\xaf\xde\x00n\x10i\xd6\xf2\xd2\x1e\x80\x8eaEZ\x87\x87\xb0j\xf5\xdc\n\xf0\xfa\x91\xf8\tn\xd1\x8f\xab+\xb0o\x0e\xf5\xc2\n\xec\x1d\x82=_\x81\xb9\x7f\x027N\xf0\xdd\xf6g\x1e\xde\x82gL\xfd\xde3\xe2\x07]1|\xfd1\xfd\\7\xf7\xdd\xe9\xbc~\xde\x00\x17\x0bu)', 'affine_matrix': [[0.14222201955702665, -0.0008006066336881809, 25.892579016163708], [0.0008006066336881888, 0.14222201955702665, -69.08348559142955]], 'interpolator': 2, 'stored_size': 128, 'stored_centering': 'face'}}, 'identity': {'vggface2': [0.0, 0.00836227461695671, 0.1135239377617836, 0.05287901684641838, 0.0, 0.0, 0.08565051853656769, 0.0, 0.005914628505706787, 0.0, 0.07573232799768448, 0.03971078246831894, 0.0, 0.06519538164138794, 0.005699005909264088, 0.004760582931339741, 0.19504237174987793, 0.002345418557524681, 0.06975982338190079, 0.055767495185136795, 0.0, 0.0, 0.0, 0.0436231754720211, 0.007242430001497269, 0.0, 0.0, 0.0, 0.0, 0.06721486151218414, 0.0, 0.0, 0.020780131220817566, 0.0, 0.03713028505444527, 0.0, 0.0, 0.0, 0.0, 0.0934501364827156, 0.020747721195220947, 0.14122138917446136, 0.07833331823348999, 0.08262138813734055, 0.10262984037399292, 0.037667546421289444, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.1381205916404724, 0.0, 0.019313398748636246, 0.05027134716510773, 0.09385660290718079, 0.0, 0.0, 0.0, 0.08281152695417404, 0.0, 0.0010640535037964582, 0.0, 0.18429797887802124, 0.0008249820093624294, 0.0, 0.09746593236923218, 0.0, 0.0, 0.0, 0.02603047341108322, 0.020447872579097748, 0.14321716129779816, 0.021770816296339035, 0.0, 0.0, 0.020590180531144142, 0.0, 0.0, 0.0, 0.0, 0.0008174135000444949, 0.0, 0.0, 0.017451846972107887, 0.0, 0.02844887785613537, 0.017323113977909088, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.05563875660300255, 0.0, 0.009057880379259586, 0.0, 0.003872765228152275, 0.0, 0.0, 0.0, 0.0, 0.04439951851963997, 0.1329517960548401, 0.0, 0.0, 0.0, 0.0, 0.04172737896442413, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004275388550013304, 0.051302894949913025, 0.11293978989124298, 0.08683799207210541, 0.0060159508138895035, 0.0, 0.0, 0.0, 0.0, 0.06139954552054405, 0.13250631093978882, 0.029356783255934715, 0.0, 0.10703274607658386, 0.0, 0.03524193912744522, 0.0, 0.011394832283258438, 0.0, 0.09122207760810852, 0.0, 0.05244198068976402, 0.0, 0.03256132826209068, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.025579096749424934, 0.0, 0.014136523939669132, 0.0, 0.0, 0.04743189364671707, 0.0, 0.08087468892335892, 0.0566704124212265, 0.016744546592235565, 0.0, 0.0, 0.0, 0.16703122854232788, 0.08173054456710815, 0.00157153548207134, 0.11546199768781662, 0.0, 0.0, 0.0, 0.0, 0.04932255297899246, 0.0, 0.0, 0.0, 0.04757970571517944, 0.0, 0.0, 0.0, 0.0, 0.0, 0.012856152839958668, 0.0, 0.07341991364955902, 0.008448424749076366, 0.0, 0.0, 0.0, 0.06540801376104355, 0.15878984332084656, 0.0, 0.0, 0.07279811799526215, 0.0, 0.0, 0.0, 0.0, 0.0983225405216217, 0.019979087635874748, 0.05380162596702576, 0.0, 0.0727621465921402, 0.09415923058986664, 0.0729907974600792, 0.014443295076489449, 0.0, 0.0, 0.0, 0.0, 0.10074029117822647, 0.1032901406288147, 0.0, 0.0, 0.0, 0.0, 0.043985188007354736, 0.0, 0.0, 0.0, 0.08609072118997574, 0.0, 0.04385616257786751, 0.0, 0.0, 0.0, 0.06128948926925659, 0.1312064379453659, 0.0, 0.0, 0.0, 0.13459151983261108, 0.0, 0.0, 0.04064173996448517, 0.16498982906341553, 0.0, 0.0, 0.046812646090984344, 0.009254144504666328, 0.04286624491214752, 0.0, 0.0, 0.049392543733119965, 0.0, 0.0, 0.03729087859392166, 0.0, 0.0, 0.04947003349661827, 0.15598203241825104, 0.0, 0.015993744134902954, 0.029283752664923668, 0.0, 0.0, 0.0, 0.040288835763931274, 0.008832994848489761, 0.0, 0.0, 0.0, 0.02956375479698181, 0.0, 0.09239429980516434, 0.028796164318919182, 0.033947184681892395, 0.0, 0.03324522823095322, 0.0, 0.0, 0.0, 0.07595150172710419, 0.0, 0.05206691101193428, 0.0, 0.0, 0.0, 0.06310258060693741, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.03299684450030327, 0.05455528572201729, 0.0, 0.0037564202211797237, 0.0, 0.0, 0.03228190541267395, 0.07298924773931503, 0.0, 0.04024022817611694, 0.003835095092654228, 0.07953251898288727, 0.020840007811784744, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.03686235845088959, 0.0, 0.0, 0.0, 0.053363535553216934, 0.0, 0.062077149748802185, 0.0010388485388830304, 0.028267137706279755, 0.0, 0.06506851315498352, 0.02456619404256344, 0.01052054762840271, 0.0, 0.0, 0.0, 0.046320393681526184, 0.0, 0.11105304956436157, 0.050122544169425964, 0.006051240023225546, 0.03934233635663986, 0.0, 0.0, 0.0, 0.06368876993656158, 0.0, 0.0, 0.0, 0.0, 0.0, 0.03286205977201462, 0.0, 0.0, 0.0, 0.0, 0.10665308684110641, 0.0, 0.0, 0.027724489569664, 0.0, 0.0, 0.0749594196677208, 0.0, 0.06951981782913208, 0.0, 0.0, 0.0, 0.041535116732120514, 0.0, 0.0, 0.05304381623864174, 0.0, 0.0, 0.0, 0.0, 0.015338302589952946, 0.0, 0.0, 0.0, 0.05033876374363899, 0.04265584796667099, 0.0, 0.09554731100797653, 0.08777155727148056, 0.018916429951786995, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.09526270627975464, 0.0, 0.0, 0.08405404537916183, 0.0, 0.0744197741150856, 0.07945411652326584, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.01836763694882393, 0.0, 0.0, 0.0, 0.08372464776039124, 0.024451985955238342, 0.0, 0.12904401123523712, 0.010508948937058449, 0.0849839374423027, 0.0694640576839447, 0.0, 0.0, 0.11257863789796829, 0.037676699459552765, 0.0, 0.0, 0.02780766971409321, 0.0, 0.0, 0.0, 0.039520494639873505, 0.0, 0.0, 0.0016862540505826473, 0.07840614765882492, 0.0, 0.12805116176605225, 0.01003755908459425, 0.07690910995006561, 0.0, 0.0, 0.03128507360816002, 0.03262636438012123, 0.0, 0.0, 0.006621203385293484, 0.0, 0.10246434807777405, 0.010994196869432926, 0.0, 0.0, 0.04046914353966713, 0.11882153898477554, 0.0, 0.007324629463255405, 0.022502483800053596, 0.09819506108760834, 0.029432082548737526, 0.0, 0.0, 0.0011060580145567656, 0.05812468379735947, 0.0, 0.0015240292996168137, 0.0, 0.0, 0.0, 0.04750315099954605, 0.0, 0.0, 0.038614433258771896, 0.0, 0.08232580125331879, 0.03141947090625763, 0.005495111458003521, 0.0, 0.0, 0.0, 0.0, 0.13243421912193298, 0.0, 0.02871200256049633, 0.0, 0.013630579225718975, 0.0, 0.0, 0.0025002334732562304, 0.0, 0.0, 0.12905889749526978, 0.0, 0.0, 0.009385512210428715, 0.0, 0.11767959594726562, 0.04986654967069626, 0.0991678312420845, 0.08220359683036804, 0.0, 0.03980712592601776, 0.0587465763092041, 0.024288158863782883, 0.0, 0.03577730432152748, 0.0, 0.0, 0.06997717916965485, 0.058263640850782394, 0.0, 0.0, 0.0, 0.0, 0.0, 0.043881602585315704, 0.0, 0.0, 0.01615225151181221, 0.0, 0.0, 0.0, 0.0, 0.027158217504620552, 0.0, 0.0, 0.0, 0.0]}}, 'source': {'alignments_version': 2.3, 'original_filename': 'VID_20221228_130942_002077_0.png', 'face_index': 0, 'source_filename': 'VID_20221228_130942_002077.png', 'source_is_video': True, 'source_frame_dims': (1920, 1080)}}})
02/01/2023 21:53:38 MainProcess     MainThread                     train           _get_images                    INFO     Model A Directory: 'E:\train\ybysorted' (4554 images)
02/01/2023 21:53:39 MainProcess     MainThread                     utils           get_image_paths                DEBUG    Scanned Folder contains 12343 files
02/01/2023 21:53:39 MainProcess     MainThread                     utils           get_image_paths                DEBUG    Returning 12343 images
02/01/2023 21:53:39 MainProcess     MainThread                     train           _get_images                    DEBUG    Test file: (filename: E:\train\syt2\VID_20230126_173829_001117_0.png, metadata: {'width': 512, 'height': 512, 'itxt': {'alignments': {'x': 738, 'w': 234, 'y': 375, 'h': 381, 'landmarks_xy': [[699.7716064453125, 512.38818359375], [699.7716064453125, 551.811279296875], [704.699462890625, 591.234375], [709.6273803710938, 625.7295532226562], [719.483154296875, 660.2247314453125], [739.1947021484375, 694.719970703125], [768.761962890625, 724.2872314453125], [803.2572021484375, 743.998779296875], [847.608154296875, 753.8544921875], [882.1033325195312, 743.998779296875], [896.886962890625, 729.215087890625], [911.670654296875, 704.57568359375], [931.3822021484375, 679.936279296875], [951.09375, 645.4411010742188], [960.949462890625, 610.9459228515625], [975.733154296875, 576.45068359375], [975.733154296875, 537.027587890625], [773.6898803710938, 477.89300537109375], [798.3292846679688, 463.1093444824219], [822.96875, 463.1093444824219], [847.608154296875, 468.0372314453125], [862.3917846679688, 477.89300537109375], [931.3822021484375, 477.89300537109375], [946.1658325195312, 472.9651184082031], [960.949462890625, 468.0372314453125], [975.733154296875, 472.9651184082031], [980.6610107421875, 487.748779296875], [896.886962890625, 527.171875], [901.8148803710938, 556.7391357421875], [906.7427978515625, 581.3786010742188], [906.7427978515625, 601.090087890625], [862.3917846679688, 620.8016357421875], [877.1754150390625, 620.8016357421875], [891.9591064453125, 625.7295532226562], [901.8148803710938, 620.8016357421875], [906.7427978515625, 620.8016357421875], [803.2572021484375, 517.3161010742188], [822.96875, 512.38818359375], [837.7523803710938, 512.38818359375], [847.608154296875, 522.2439575195312], [837.7523803710938, 527.171875], [818.0408325195312, 522.2439575195312], [916.5985107421875, 522.2439575195312], [936.31005859375, 517.3161010742188], [951.09375, 517.3161010742188], [956.0216064453125, 522.2439575195312], [951.09375, 527.171875], [936.31005859375, 527.171875], [822.96875, 670.0805053710938], [852.5360107421875, 660.2247314453125], [882.1033325195312, 650.3689575195312], [891.9591064453125, 655.296875], [901.8148803710938, 650.3689575195312], [911.670654296875, 660.2247314453125], [911.670654296875, 675.0084228515625], [901.8148803710938, 689.7920532226562], [891.9591064453125, 699.6478271484375], [877.1754150390625, 699.6478271484375], [862.3917846679688, 699.6478271484375], [847.608154296875, 689.7920532226562], [827.8966064453125, 670.0805053710938], [872.24755859375, 665.152587890625], [887.03125, 665.152587890625], [896.886962890625, 665.152587890625], [906.7427978515625, 675.0084228515625], [891.9591064453125, 679.936279296875], [882.1033325195312, 679.936279296875], [867.3197021484375, 679.936279296875]], 'mask': {'components': {'mask': b'x\x9c\xed\x9a\xd9mC1\x0c\x04\xd5\x99Jci*-\x87\x9d\xaf\x17\x04\x169K+\x89w\x1a\x98\xe5\x01\x19O\xf2\x18\xc6\x18c\x8c1\xc6\x18c\x8c1\xc6\x18c~\x013\xb6\x98\x1d\xeexK\xb0\xd4\x11\xe6\xca\xe8?\x02h\xf5\xa9\xe2o(\x1b\x90-^\xdc\x80|\xf1\x9f\x9c\xb5\xab\xfcU\xbb\xc6_\xb7+\xfc\xc4\xce\xfd\xccN\xfd\xd4\xce\xfc\xdcN\xfc\n{\xdd?%\xf6\xba?\xfe\x87\xbf|\xfe\x8b\xfca\x7f\x11\xfb\xed\x7fe\x7f\xbc\xb8\x7fJ\xfc\xe0\xfbC\xe2\xaf\xeb%\xfez\xfb\xc7X\x87\xfd!\xf0\x03\xbd\xc2\xcf\xbe>\xb9\x9f\xb4_\xe1Gz\xc1\x022\x7fP=k?\xf7\xc3\xcb\x97I\xfdL\x8f\x17\x10\xb6\x1f\xfb\xf1\xddW0?\xd5C\xbf\xe0\xea\r\xf9\xf1\xf8\xe1\t\xc4\xf5h\x00\x82\xf2\xd1\x00\x14z0\x00I\xf9\x87\xef=G}\x00\x9a\xf2\xeb\x03\x10\xe9\xab\xbfA\xaa\xf2\xab\r\x90\xe9k\rP\xbe\xbaD^\xaf}uZG\xcb/L@\xb7|w\x92\r\x10\xbf\xf9\x8d\xec!\xa4\x7fv\x9dg\xcb\xcf\x05h\xd0g\x02\xa8\x97/\x19\xa0\xa3\xfbw\xd6\x96\xbf\xe5\xcd\x7f?@S\xf7\xb7\x03t\xea7\x024v\xff\xc6\x83\x7f\x00t\xeb\x1f$\xe8\xdb\xfd\xad\x04\xcf\xd1\xff\x98\xa0u\xf5\xaf\t\xe2*\x7f\xc2\xe8\xafD|\xa5X\xcf,\xfd{\x8a\x83rc\x8c\xf9\xeb\xbc\x03D\x80\x10\x81', 'affine_matrix': [[0.25267518581658077, 0.011822130944794895, -163.28757376207852], [-0.011822130944794894, 0.2526751858165808, -63.5550391552065]], 'interpolator': 2, 'stored_size': 128, 'stored_centering': 'face'}, 'extended': {'mask': b'x\x9c\xed\xd9\xd1m\xc30\x0c\x84\xe1l\xa6\xd18\x1aGS\x91\xbaO.\x8aX\xfcOf\x82\xde-\xf0Q\x14\xed8\xd2\xe3\xe18\x8e\xe38\x8e\xe38\x8e\xe38\x8e\xe38\xef\x901\x17\x12\x11\x9d\xfcQC/?g3?G/\xaf\xdb\x80\x1a?\xb3\x97W\r@Vy\x8d_\xe7\x15\xfe\x00\xbc`\xfeF]W\xf8\x88\xe7~"\x1e\xfb\x90\x87>\x99\xbc#\xe8\xfd;\xa8\xce\x1e?\x01O\xfc\x14\xf0\xc0\x97\xf0e\x9fO\x1e\xf2\x87F/?~a\xdf\xbe \xe5\xd7\xaf\xc8\xaf\xf2\xf6\xed\x0bR\xff\xfa\x89\x7f\xee\x0f\x89\x0f\xbe\xfe$~\x9d\x97\xf8\xe4\xe3;\x9b\xfd\x10\xf8\x80W\xf8\xec\xec\x83\xfb\xec\xbf\x17\xf7\x11/\x18@\xe6\x07\xe5\xe1_o\xec\xc3\xa3\xc7A}\xc6\xe3\x01\xc4\'/\xd0\xc7\'\xbf\xc1|\xcaC_p\xf0\x8b|\xc1\xc1c\x12\x9f\xf3h\x03$\xe7\xfe\xbd\xcb\'\x1b\xa0\xb9\xf6\x88\xde\xe5\xd77@u\xeb\x93\xbd\xcb\xaf\xfe\x06\xe9n\x1dk\r\x90\xf1\xddw\x8e\xa5G@u\xe5w$[\x97_\xd8\x01\xf5\xa5\xfbb\x03\xb4\xdd\x7ff\xcd\xd7v\xff\x99\xd1\xbb\xfc\xb5\x026\xf0+\x05\xa8\x87o\xb1\x80\x1d\xdd?\x92\x97|\xfd\xf0-\x15\xb0\xa9\xfb\x97\x0b\xd8\xc9_(`c\xf7\xbf\xf3\xe2Nn7\xff\xa2\x82}\xb3\x7f\xa9\x82{\xf8?+\xd8:\xfa\xe7\n\xe2\x8c\xdf\xb0\xf5\xe7D\xfcT\x91w.\xfdw\x15\x8d\xb8\xe38\xce\xa7\xe7\x0b\x80z\xc4\xa6', 'affine_matrix': [[0.25267518581658077, 0.011822130944794895, -163.28757376207852], [-0.011822130944794894, 0.2526751858165808, -63.5550391552065]], 'interpolator': 2, 'stored_size': 128, 'stored_centering': 'face'}}, 'identity': {}}, 'source': {'alignments_version': 2.3, 'original_filename': 'VID_20230126_173829_001117_0.png', 'face_index': 0, 'source_filename': 'VID_20230126_173829_001117.png', 'source_is_video': True, 'source_frame_dims': (1920, 1080)}}})
02/01/2023 21:53:39 MainProcess     MainThread                     train           _get_images                    INFO     Model B Directory: 'E:\train\syt2' (12343 images)
02/01/2023 21:53:39 MainProcess     MainThread                     train           _get_images                    DEBUG    Got image paths: [('a', '4554 images'), ('b', '12343 images')]
02/01/2023 21:53:39 MainProcess     MainThread                     preview_cv      __init__                       DEBUG    Initializing: PreviewBuffer
02/01/2023 21:53:39 MainProcess     MainThread                     preview_cv      __init__                       DEBUG    Initialized: PreviewBuffer
02/01/2023 21:53:39 MainProcess     MainThread                     train           __init__                       DEBUG    Initialized Train
02/01/2023 21:53:39 MainProcess     MainThread                     train           process                        DEBUG    Starting Training Process
02/01/2023 21:53:39 MainProcess     MainThread                     train           process                        INFO     Training data directory: E:\train\model
02/01/2023 21:53:39 MainProcess     MainThread                     train           _start_thread                  DEBUG    Launching Trainer thread
02/01/2023 21:53:39 MainProcess     MainThread                     multithreading  __init__                       DEBUG    Initializing MultiThread: (target: '_training', thread_count: 1)
02/01/2023 21:53:39 MainProcess     MainThread                     multithreading  __init__                       DEBUG    Initialized MultiThread: '_training'
02/01/2023 21:53:39 MainProcess     MainThread                     multithreading  start                          DEBUG    Starting thread(s): '_training'
02/01/2023 21:53:39 MainProcess     MainThread                     multithreading  start                          DEBUG    Starting thread 1 of 1: '_training'
02/01/2023 21:53:39 MainProcess     MainThread                     multithreading  start                          DEBUG    Started all threads '_training': 1
02/01/2023 21:53:39 MainProcess     MainThread                     train           _start_thread                  DEBUG    Launched Trainer thread
02/01/2023 21:53:39 MainProcess     MainThread                     train           _output_startup_info           DEBUG    Launching Monitor
02/01/2023 21:53:39 MainProcess     MainThread                     train           _output_startup_info           INFO     ===================================================
02/01/2023 21:53:39 MainProcess     MainThread                     train           _output_startup_info           INFO       Starting
02/01/2023 21:53:39 MainProcess     MainThread                     train           _output_startup_info           INFO     ===================================================
02/01/2023 21:53:40 MainProcess     _training                      train           _training                      DEBUG    Commencing Training
02/01/2023 21:53:40 MainProcess     _training                      train           _training                      INFO     Loading data, this may take a while...
02/01/2023 21:53:40 MainProcess     _training                      train           _load_model                    DEBUG    Loading Model
02/01/2023 21:53:40 MainProcess     _training                      utils           get_folder                     DEBUG    Requested path: 'E:\train\model'
02/01/2023 21:53:40 MainProcess     _training                      utils           get_folder                     DEBUG    Returning: 'E:\train\model'
02/01/2023 21:53:40 MainProcess     _training                      plugin_loader   _import                        INFO     Loading Model from Original plugin...
02/01/2023 21:53:40 MainProcess     _training                      multithreading  run                            DEBUG    Error in thread (_training): module 'numpy' has no attribute 'bool'
02/01/2023 21:53:40 MainProcess     MainThread                     train           _monitor                       DEBUG    Thread error detected
02/01/2023 21:53:40 MainProcess     MainThread                     train           _monitor                       DEBUG    Closed Monitor
02/01/2023 21:53:40 MainProcess     MainThread                     train           _end_thread                    DEBUG    Ending Training thread
02/01/2023 21:53:40 MainProcess     MainThread                     train           _end_thread                    CRITICAL Error caught! Exiting...
02/01/2023 21:53:40 MainProcess     MainThread                     multithreading  join                           DEBUG    Joining Threads: '_training'
02/01/2023 21:53:40 MainProcess     MainThread                     multithreading  join                           DEBUG    Joining Thread: '_training'
02/01/2023 21:53:40 MainProcess     MainThread                     multithreading  join                           ERROR    Caught exception in thread: '_training'
Traceback (most recent call last):
  File "E:\faceswap\lib\cli\launcher.py", line 230, in execute_script
    process.process()
  File "E:\faceswap\scripts\train.py", line 213, in process
    self._end_thread(thread, err)
  File "E:\faceswap\scripts\train.py", line 253, in _end_thread
    thread.join()
  File "E:\faceswap\lib\multithreading.py", line 217, in join
    raise thread.err[1].with_traceback(thread.err[2])
  File "E:\faceswap\lib\multithreading.py", line 96, in run
    self._target(*self._args, **self._kwargs)
  File "E:\faceswap\scripts\train.py", line 275, in _training
    raise err
  File "E:\faceswap\scripts\train.py", line 263, in _training
    model = self._load_model()
  File "E:\faceswap\scripts\train.py", line 287, in _load_model
    model: "ModelBase" = PluginLoader.get_model(self._args.trainer)(
  File "E:\faceswap\plugins\plugin_loader.py", line 131, in get_model
    return PluginLoader._import("train.model", name, disable_logging)
  File "E:\faceswap\plugins\plugin_loader.py", line 197, in _import
    module = import_module(mod)
  File "C:\ProgramData\Anaconda3\envs\faceswap\lib\importlib\__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line 1030, in _gcd_import
  File "<frozen importlib._bootstrap>", line 1007, in _find_and_load
  File "<frozen importlib._bootstrap>", line 986, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 680, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 850, in exec_module
  File "<frozen importlib._bootstrap>", line 228, in _call_with_frames_removed
  File "E:\faceswap\plugins\train\model\original.py", line 11, in <module>
    from ._base import KerasModel, ModelBase
  File "E:\faceswap\plugins\train\model\_base\__init__.py", line 4, in <module>
    from .model import get_all_sub_models, KerasModel, ModelBase  # noqa
  File "E:\faceswap\plugins\train\model\_base\model.py", line 23, in <module>
    from .settings import Loss, Optimizer, Settings
  File "E:\faceswap\plugins\train\model\_base\settings.py", line 37, in <module>
    from lib.model.autoclip import AutoClipper  # pylint:disable=ungrouped-imports
  File "E:\faceswap\lib\model\autoclip.py", line 8, in <module>
    import tensorflow_probability as tfp
  File "C:\ProgramData\Anaconda3\envs\faceswap\lib\site-packages\tensorflow_probability\__init__.py", line 75, in <module>
    from tensorflow_probability.python import *  # pylint: disable=wildcard-import
  File "C:\ProgramData\Anaconda3\envs\faceswap\lib\site-packages\tensorflow_probability\python\__init__.py", line 28, in <module>
    from tensorflow_probability.python import mcmc
  File "C:\ProgramData\Anaconda3\envs\faceswap\lib\site-packages\tensorflow_probability\python\mcmc\__init__.py", line 40, in <module>
    from tensorflow_probability.python.mcmc.sample_halton_sequence import sample_halton_sequence
  File "C:\ProgramData\Anaconda3\envs\faceswap\lib\site-packages\tensorflow_probability\python\mcmc\sample_halton_sequence.py", line 385, in <module>
    _PRIMES = _primes_less_than(7919 + 1)
  File "C:\ProgramData\Anaconda3\envs\faceswap\lib\site-packages\tensorflow_probability\python\mcmc\sample_halton_sequence.py", line 374, in _primes_less_than
    sieve = np.ones(n // 3 + (n % 6 == 2), dtype=np.bool)
  File "C:\ProgramData\Anaconda3\envs\faceswap\lib\site-packages\numpy\__init__.py", line 284, in __getattr__
    raise AttributeError("module {!r} has no attribute "
AttributeError: module 'numpy' has no attribute 'bool'

============ System Information ============
backend:             cpu
encoding:            cp936
git_branch:          Not Found
git_commits:         Not Found
gpu_cuda:            9.0
gpu_cudnn:           No global version found. Check Conda packages for Conda cuDNN
gpu_devices:         
gpu_devices_active:  
gpu_driver:          
gpu_vram:            
os_machine:          AMD64
os_platform:         Windows-10-10.0.19044-SP0
os_release:          10
py_command:          E:\faceswap\faceswap.py train -A E:/train/ybysorted -B E:/train/syt2 -m E:/train/model -t original -bs 16 -it 1000000 -s 250 -ss 25000 -L INFO -gui
py_conda_version:    conda 4.10.3
py_implementation:   CPython
py_version:          3.9.15
py_virtual_env:      True
sys_cores:           16
sys_processor:       Intel64 Family 6 Model 45 Stepping 7, GenuineIntel
sys_ram:             Total: 32692MB, Available: 23836MB, Used: 8855MB, Free: 23836MB

=============== Pip Packages ===============
absl-py==1.4.0
appdirs @ file:///home/conda/feedstock_root/build_artifacts/appdirs_1603108395799/work
astunparse==1.6.3
brotlipy @ file:///D:/bld/brotlipy_1666764815687/work
cachetools==5.3.0
certifi==2022.12.7
cffi @ file:///D:/bld/cffi_1671179514672/work
charset-normalizer @ file:///home/conda/feedstock_root/build_artifacts/charset-normalizer_1661170624537/work
cloudpickle==2.2.1
colorama @ file:///home/conda/feedstock_root/build_artifacts/colorama_1666700638685/work
cryptography @ file:///D:/bld/cryptography-split_1672674330068/work
cycler @ file:///home/conda/feedstock_root/build_artifacts/cycler_1635519461629/work
decorator==5.1.1
fastcluster @ file:///D:/bld/fastcluster_1667859058636/work
ffmpy @ file:///home/conda/feedstock_root/build_artifacts/ffmpy_1659474992694/work
flatbuffers==23.1.21
fonttools @ file:///D:/bld/fonttools_1666827219016/work
gast==0.4.0
google-auth==2.16.0
google-auth-oauthlib==0.4.6
google-pasta==0.2.0
grpcio==1.51.1
h5py==3.8.0
idna @ file:///home/conda/feedstock_root/build_artifacts/idna_1663625384323/work
imageio @ file:///home/conda/feedstock_root/build_artifacts/imageio_1674460904928/work
imageio-ffmpeg @ file:///home/conda/feedstock_root/build_artifacts/imageio-ffmpeg_1673483481485/work
importlib-metadata==6.0.0
joblib @ file:///home/conda/feedstock_root/build_artifacts/joblib_1663332044897/work
keras==2.10.0
Keras-Preprocessing==1.1.2
kiwisolver @ file:///D:/bld/kiwisolver_1666805897768/work
libclang==15.0.6.1
Markdown==3.4.1
MarkupSafe==2.1.2
matplotlib @ file:///D:/bld/matplotlib-suite_1661439961257/work
munkres==1.1.4
numexpr @ file:///D:/bld/numexpr_1666816820577/work
numpy @ file:///D:/bld/numpy_1672415944144/work
nvidia-ml-py @ file:///home/conda/feedstock_root/build_artifacts/nvidia-ml-py_1673472441120/work
oauthlib==3.2.2
opencv-python==4.7.0.68
opt-einsum==3.3.0
packaging @ file:///home/conda/feedstock_root/build_artifacts/packaging_1673482170163/work
Pillow @ file:///D:/bld/pillow_1672675426820/work
ply==3.11
pooch @ file:///home/conda/feedstock_root/build_artifacts/pooch_1643032624649/work
protobuf==3.19.6
psutil @ file:///D:/bld/psutil_1667886042967/work
pyasn1==0.4.8
pyasn1-modules==0.2.8
pycparser @ file:///home/conda/feedstock_root/build_artifacts/pycparser_1636257122734/work
pyOpenSSL @ file:///home/conda/feedstock_root/build_artifacts/pyopenssl_1672659226110/work
pyparsing @ file:///home/conda/feedstock_root/build_artifacts/pyparsing_1652235407899/work
PyQt5==5.15.7
PyQt5-sip @ file:///D:/bld/pyqt-split_1674666735227/work/pyqt_sip
PySocks @ file:///D:/bld/pysocks_1661604991356/work
python-dateutil @ file:///home/conda/feedstock_root/build_artifacts/python-dateutil_1626286286081/work
pywin32==304
pywinpty @ file:///D:/bld/pywinpty_1643992546220/work/target/wheels/pywinpty-2.0.2-cp39-none-win_amd64.whl
requests @ file:///home/conda/feedstock_root/build_artifacts/requests_1673863902341/work
requests-oauthlib==1.3.1
rsa==4.9
scikit-learn @ file:///D:/bld/scikit-learn_1674599162048/work
scipy==1.10.0
sip @ file:///D:/bld/sip_1674928908843/work
six @ file:///home/conda/feedstock_root/build_artifacts/six_1620240208055/work
tensorboard==2.10.1
tensorboard-data-server==0.6.1
tensorboard-plugin-wit==1.8.1
tensorflow-cpu==2.10.0
tensorflow-estimator==2.10.0
tensorflow-io-gcs-filesystem==0.30.0
tensorflow-probability==0.7.0
tensorflow_intel==2.10.0
termcolor==2.2.0
threadpoolctl @ file:///home/conda/feedstock_root/build_artifacts/threadpoolctl_1643647933166/work
toml @ file:///home/conda/feedstock_root/build_artifacts/toml_1604308577558/work
tornado @ file:///D:/bld/tornado_1666788767305/work
tqdm @ file:///home/conda/feedstock_root/build_artifacts/tqdm_1662214488106/work
typing_extensions @ file:///home/conda/feedstock_root/build_artifacts/typing_extensions_1665144421445/work
unicodedata2 @ file:///D:/bld/unicodedata2_1667240049903/work
urllib3 @ file:///home/conda/feedstock_root/build_artifacts/urllib3_1673452138552/work
Werkzeug==2.2.2
win-inet-pton @ file:///D:/bld/win_inet_pton_1667051142467/work
wrapt==1.14.1
zipp==3.12.0

============== Conda Packages ==============
# packages in environment at C:\ProgramData\Anaconda3\envs\faceswap:
#
# Name                    Version                   Build  Channel
absl-py                   1.4.0                    pypi_0    pypi
aom                       3.5.0                h63175ca_0    conda-forge
appdirs                   1.4.4              pyh9f0ad1d_0    conda-forge
astunparse                1.6.3                    pypi_0    pypi
brotli                    1.0.9                hcfcfb64_8    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
brotli-bin                1.0.9                hcfcfb64_8    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
brotlipy                  0.7.0           py39ha55989b_1005    conda-forge
bzip2                     1.0.8                h8ffe710_4    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
ca-certificates           2022.12.7            h5b45459_0    conda-forge
cachetools                5.3.0                    pypi_0    pypi
certifi                   2022.12.7          pyhd8ed1ab_0    conda-forge
cffi                      1.15.1           py39h68f70e3_3    conda-forge
charset-normalizer        2.1.1              pyhd8ed1ab_0    conda-forge
cloudpickle               2.2.1                    pypi_0    pypi
colorama                  0.4.6              pyhd8ed1ab_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
cryptography              39.0.0           py39hb6bd5e6_0    conda-forge
cycler                    0.11.0             pyhd8ed1ab_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
decorator                 5.1.1                    pypi_0    pypi
expat                     2.5.0                h1537add_0    conda-forge
fastcluster               1.2.6            py39h2ba5b7c_2    conda-forge
ffmpeg                    5.1.2           gpl_h5b1d025_106    conda-forge
ffmpy                     0.3.0              pyhb6f538c_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
flatbuffers               23.1.21                  pypi_0    pypi
font-ttf-dejavu-sans-mono 2.37                 hab24e00_0    conda-forge
font-ttf-inconsolata      3.000                h77eed37_0    conda-forge
font-ttf-source-code-pro  2.038                h77eed37_0    conda-forge
font-ttf-ubuntu           0.83                 hab24e00_0    conda-forge
fontconfig                2.14.2               hbde0cde_0    conda-forge
fonts-conda-ecosystem     1                             0    conda-forge
fonts-conda-forge         1                             0    conda-forge
fonttools                 4.38.0           py39ha55989b_1    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
freetype                  2.12.1               h546665d_1    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
gast                      0.4.0                    pypi_0    pypi
gettext                   0.21.1               h5728263_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
git                       2.39.1               h57928b3_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
glib                      2.74.1               h12be248_1    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
glib-tools                2.74.1               h12be248_1    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
google-auth               2.16.0                   pypi_0    pypi
google-auth-oauthlib      0.4.6                    pypi_0    pypi
google-pasta              0.2.0                    pypi_0    pypi
grpcio                    1.51.1                   pypi_0    pypi
gst-plugins-base          1.21.3               h001b923_1    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
gstreamer                 1.21.3               h6b5321d_1    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
h5py                      3.8.0                    pypi_0    pypi
icu                       70.1                 h0e60522_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
idna                      3.4                pyhd8ed1ab_0    conda-forge
imageio                   2.25.0             pyh24c5eb1_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
imageio-ffmpeg            0.4.8              pyhd8ed1ab_0    conda-forge
importlib-metadata        6.0.0                    pypi_0    pypi
intel-openmp              2023.0.0         h57928b3_25922    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
joblib                    1.2.0              pyhd8ed1ab_0    conda-forge
jpeg                      9e                   h8ffe710_2    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
keras                     2.10.0                   pypi_0    pypi
keras-preprocessing       1.1.2                    pypi_0    pypi
kiwisolver                1.4.4            py39h1f6ef14_1    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
krb5                      1.20.1               heb0366b_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
lcms2                     2.14                 ha5c8aab_1    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
lerc                      4.0.0                h63175ca_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libblas                   3.9.0              16_win64_mkl    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libbrotlicommon           1.0.9                hcfcfb64_8    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libbrotlidec              1.0.9                hcfcfb64_8    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libbrotlienc              1.0.9                hcfcfb64_8    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libcblas                  3.9.0              16_win64_mkl    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libclang                  15.0.6.1                 pypi_0    pypi
libclang13                15.0.7          default_h77d9078_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libdeflate                1.17                 hcfcfb64_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libffi                    3.4.2                h8ffe710_5    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libglib                   2.74.1               he8f3873_1    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libhwloc                  2.8.0                h039e092_1    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libiconv                  1.17                 h8ffe710_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libjpeg-turbo             2.1.4                hcfcfb64_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
liblapack                 3.9.0              16_win64_mkl    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libogg                    1.3.4                h8ffe710_1    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libopus                   1.3.1                h8ffe710_1    conda-forge
libpng                    1.6.39               h19919ed_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libsqlite                 3.40.0               hcfcfb64_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libtiff                   4.5.0                hf8721a0_2    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libvorbis                 1.3.7                h0e60522_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libwebp-base              1.2.4                h8ffe710_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libxcb                    1.13              hcd874cb_1004    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libxml2                   2.10.3               hc3477c8_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libzlib                   1.2.13               hcfcfb64_4    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
m2w64-gcc-libgfortran     5.3.0                         6    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
m2w64-gcc-libs            5.3.0                         7    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
m2w64-gcc-libs-core       5.3.0                         7    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
m2w64-gmp                 6.1.0                         2    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
m2w64-libwinpthread-git   5.0.0.4634.697f757               2    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
markdown                  3.4.1                    pypi_0    pypi
markupsafe                2.1.2                    pypi_0    pypi
matplotlib                3.5.3            py39hcbf5309_2    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
matplotlib-base           3.5.3            py39he03a255_2    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
mkl                       2022.1.0           h6a75c08_874    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
msys2-conda-epoch         20160418                      1    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
munkres                   1.1.4              pyh9f0ad1d_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
numexpr                   2.8.3           mkl_py39h013c7a2_1    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
numpy                     1.24.1           py39hbccbffa_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
nvidia-ml-py              11.525.84          pyhd8ed1ab_2    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
oauthlib                  3.2.2                    pypi_0    pypi
opencv-python             4.7.0.68                 pypi_0    pypi
openh264                  2.3.1                h63175ca_1    conda-forge
openjpeg                  2.5.0                ha2aaf27_2    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
openssl                   3.0.7                hcfcfb64_2    conda-forge
opt-einsum                3.3.0                    pypi_0    pypi
packaging                 23.0               pyhd8ed1ab_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pcre2                     10.40                h17e33f8_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pillow                    9.4.0            py39h9767c21_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pip                       22.3.1             pyhd8ed1ab_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
ply                       3.11                       py_1    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pooch                     1.6.0              pyhd8ed1ab_0    conda-forge
protobuf                  3.19.6                   pypi_0    pypi
psutil                    5.9.4            py39ha55989b_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pthread-stubs             0.4               hcd874cb_1001    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pthreads-win32            2.9.1                hfa6e2cd_3    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pyasn1                    0.4.8                    pypi_0    pypi
pyasn1-modules            0.2.8                    pypi_0    pypi
pycparser                 2.21               pyhd8ed1ab_0    conda-forge
pyopenssl                 23.0.0             pyhd8ed1ab_0    conda-forge
pyparsing                 3.0.9              pyhd8ed1ab_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pyqt                      5.15.7           py39hb77abff_3    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pyqt5-sip                 12.11.0          py39h99910a6_3    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pysocks                   1.7.1              pyh0701188_6    conda-forge
python                    3.9.15          h4de0772_0_cpython    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
python-dateutil           2.8.2              pyhd8ed1ab_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
python_abi                3.9                      3_cp39    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pywin32                   304              py39h99910a6_2    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pywinpty                  2.0.2            py39h99910a6_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
qt-main                   5.15.6               h9580fe5_6    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
requests                  2.28.2             pyhd8ed1ab_0    conda-forge
requests-oauthlib         1.3.1                    pypi_0    pypi
rsa                       4.9                      pypi_0    pypi
scikit-learn              1.2.1            py39h6fe01c0_0    conda-forge
scipy                     1.10.0           py39hfbf2dce_0    conda-forge
setuptools                66.1.1             pyhd8ed1ab_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
sip                       6.7.6            py39h99910a6_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
six                       1.16.0             pyh6c4a22f_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
svt-av1                   1.4.1                h63175ca_0    conda-forge
tbb                       2021.7.0             h91493d7_1    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
tensorboard               2.10.1                   pypi_0    pypi
tensorboard-data-server   0.6.1                    pypi_0    pypi
tensorboard-plugin-wit    1.8.1                    pypi_0    pypi
tensorflow-cpu            2.10.0                   pypi_0    pypi
tensorflow-estimator      2.10.0                   pypi_0    pypi
tensorflow-intel          2.10.0                   pypi_0    pypi
tensorflow-io-gcs-filesystem 0.30.0                   pypi_0    pypi
tensorflow-probability    0.7                        py_1    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
termcolor                 2.2.0                    pypi_0    pypi
threadpoolctl             3.1.0              pyh8a188c0_0    conda-forge
tk                        8.6.12               h8ffe710_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
toml                      0.10.2             pyhd8ed1ab_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
tornado                   6.2              py39ha55989b_1    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
tqdm                      4.64.1             pyhd8ed1ab_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
typing-extensions         4.4.0                hd8ed1ab_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
typing_extensions         4.4.0              pyha770c72_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
tzdata                    2022g                h191b570_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
ucrt                      10.0.22621.0         h57928b3_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
unicodedata2              15.0.0           py39ha55989b_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
urllib3                   1.26.14            pyhd8ed1ab_0    conda-forge
vc                        14.3                hb6edc58_10    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
vs2015_runtime            14.34.31931         h4c5c07a_10    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
werkzeug                  2.2.2                    pypi_0    pypi
wheel                     0.38.4             pyhd8ed1ab_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
win_inet_pton             1.1.0              pyhd8ed1ab_6    conda-forge
winpty                    0.4.3                         4    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
wrapt                     1.14.1                   pypi_0    pypi
x264                      1!164.3095           h8ffe710_2    conda-forge
x265                      3.5                  h2d74725_3    conda-forge
xorg-libxau               1.0.9                hcd874cb_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
xorg-libxdmcp             1.1.3                hcd874cb_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
xz                        5.2.6                h8d14728_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
zipp                      3.12.0                   pypi_0    pypi
zstd                      1.5.2                h12be248_6    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge

================= Configs ==================
--------- .faceswap ---------
backend:                  cpu

--------- convert.ini ---------

[color.color_transfer]
clip:                     True
preserve_paper:           True

[color.manual_balance]
colorspace:               HSV
balance_1:                0.0
balance_2:                0.0
balance_3:                0.0
contrast:                 0.0
brightness:               0.0

[color.match_hist]
threshold:                99.0

[mask.mask_blend]
type:                     normalized
kernel_size:              3
passes:                   4
threshold:                4
erosion:                  0.0
erosion_top:              0.0
erosion_bottom:           0.0
erosion_left:             0.0
erosion_right:            0.0

[scaling.sharpen]
method:                   none
amount:                   150
radius:                   0.3
threshold:                5.0

[writer.ffmpeg]
container:                mp4
codec:                    libx264
crf:                      23
preset:                   medium
tune:                     none
profile:                  auto
level:                    auto
skip_mux:                 False

[writer.gif]
fps:                      25
loop:                     0
palettesize:              256
subrectangles:            False

[writer.opencv]
format:                   png
draw_transparent:         False
separate_mask:            False
jpg_quality:              75
png_compress_level:       3

[writer.pillow]
format:                   png
draw_transparent:         False
separate_mask:            False
optimize:                 False
gif_interlace:            True
jpg_quality:              75
png_compress_level:       3
tif_compression:          tiff_deflate

--------- extract.ini ---------

[global]
allow_growth:             False
aligner_min_scale:        0.07
aligner_max_scale:        2.0
aligner_distance:         22.5
aligner_roll:             45.0
aligner_features:         True
filter_refeed:            True
save_filtered:            False
realign_refeeds:          True
filter_realign:           True

[align.fan]
batch-size:               12

[detect.cv2_dnn]
confidence:               50

[detect.mtcnn]
minsize:                  20
scalefactor:              0.709
batch-size:               8
cpu:                      True
threshold_1:              0.6
threshold_2:              0.7
threshold_3:              0.7

[detect.s3fd]
confidence:               70
batch-size:               4

[mask.bisenet_fp]
batch-size:               8
cpu:                      False
weights:                  faceswap
include_ears:             False
include_hair:             False
include_glasses:          True

[mask.custom]
batch-size:               8
centering:                face
fill:                     False

[mask.unet_dfl]
batch-size:               8

[mask.vgg_clear]
batch-size:               6

[mask.vgg_obstructed]
batch-size:               2

[recognition.vgg_face2]
batch-size:               16
cpu:                      False

--------- gui.ini ---------

[global]
fullscreen:               False
tab:                      extract
options_panel_width:      30
console_panel_height:     20
icon_size:                14
font:                     default
font_size:                9
autosave_last_session:    prompt
timeout:                  120
auto_load_model_stats:    True

--------- train.ini ---------

[global]
centering:                face
coverage:                 87.5
icnr_init:                False
conv_aware_init:          False
optimizer:                adam
learning_rate:            5e-05
epsilon_exponent:         -7
autoclip:                 False
reflect_padding:          False
allow_growth:             False
mixed_precision:          False
nan_protection:           True
convert_batchsize:        16

[global.loss]
loss_function:            ssim
loss_function_2:          mse
loss_weight_2:            100
loss_function_3:          none
loss_weight_3:            0
loss_function_4:          none
loss_weight_4:            0
mask_loss_function:       mse
eye_multiplier:           3
mouth_multiplier:         2
penalized_mask_loss:      True
mask_type:                extended
mask_blur_kernel:         3
mask_threshold:           4
learn_mask:               False

[model.dfaker]
output_size:              128

[model.dfl_h128]
lowmem:                   False

[model.dfl_sae]
input_size:               128
architecture:             df
autoencoder_dims:         0
encoder_dims:             42
decoder_dims:             21
multiscale_decoder:       False

[model.dlight]
features:                 best
details:                  good
output_size:              256

[model.original]
lowmem:                   False

[model.phaze_a]
output_size:              128
shared_fc:                none
enable_gblock:            True
split_fc:                 True
split_gblock:             False
split_decoders:           False
enc_architecture:         fs_original
enc_scaling:              7
enc_load_weights:         True
bottleneck_type:          dense
bottleneck_norm:          none
bottleneck_size:          1024
bottleneck_in_encoder:    True
fc_depth:                 1
fc_min_filters:           1024
fc_max_filters:           1024
fc_dimensions:            4
fc_filter_slope:          -0.5
fc_dropout:               0.0
fc_upsampler:             upsample2d
fc_upsamples:             1
fc_upsample_filters:      512
fc_gblock_depth:          3
fc_gblock_min_nodes:      512
fc_gblock_max_nodes:      512
fc_gblock_filter_slope:   -0.5
fc_gblock_dropout:        0.0
dec_upscale_method:       subpixel
dec_upscales_in_fc:       0
dec_norm:                 none
dec_min_filters:          64
dec_max_filters:          512
dec_slope_mode:           full
dec_filter_slope:         -0.45
dec_res_blocks:           1
dec_output_kernel:        5
dec_gaussian:             True
dec_skip_last_residual:   True
freeze_layers:            keras_encoder
load_layers:              encoder
fs_original_depth:        4
fs_original_min_filters:  128
fs_original_max_filters:  1024
fs_original_use_alt:      False
mobilenet_width:          1.0
mobilenet_depth:          1
mobilenet_dropout:        0.001
mobilenet_minimalistic:   False

[model.realface]
input_size:               64
output_size:              128
dense_nodes:              1536
complexity_encoder:       128
complexity_decoder:       512

[model.unbalanced]
input_size:               128
lowmem:                   False
nodes:                    1024
complexity_encoder:       128
complexity_decoder_a:     384
complexity_decoder_b:     512

[model.villain]
lowmem:                   False

[trainer.original]
preview_images:           14
zoom_amount:              5
rotation_range:           10
shift_range:              5
flip_chance:              50
color_lightness:          30
color_ab:                 8
color_clahe_chance:       50
color_clahe_max_size:     4

Re: failed to start trainning based on cpu: module 'numpy' has no attribute 'bool'

Posted: Thu Feb 02, 2023 12:01 am
by torzdf

This looks like a version conflict to me.

In the first instance, follow all of these steps and see if that resolves your issue:
app.php/faqpage#f1r1


Re: failed to start trainning based on cpu: module 'numpy' has no attribute 'bool'

Posted: Thu Feb 02, 2023 3:44 pm
by skyriver0730
torzdf wrote: Thu Feb 02, 2023 12:01 am

This looks like a version conflict to me.

In the first instance, follow all of these steps and see if that resolves your issue:
app.php/faqpage#f1r1

sry but it doesn‘t work
I reset all my environment but the error appears again


Re: failed to start trainning based on cpu: module 'numpy' has no attribute 'bool'

Posted: Thu Feb 02, 2023 3:47 pm
by skyriver0730

here is the newest crash report log


Re: failed to start trainning based on cpu: module 'numpy' has no attribute 'bool'

Posted: Fri Feb 03, 2023 12:21 pm
by torzdf

Ok. I have pushed an update that should fix this.

Please reinstall