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  1. 2019-11-17 09:52:01,464@chess_zero.manager INFO # config type: mini
  2. Using TensorFlow backend.
  3. 2019-11-17 09:52:03,222@matplotlib DEBUG # $HOME=/root
  4. 2019-11-17 09:52:03,223@matplotlib DEBUG # CONFIGDIR=/root/.config/matplotlib
  5. 2019-11-17 09:52:03,223@matplotlib DEBUG # matplotlib data path: /usr/local/lib/python3.6/dist-packages/matplotlib/mpl-data
  6. 2019-11-17 09:52:03,228@matplotlib DEBUG # loaded rc file /usr/local/lib/python3.6/dist-packages/matplotlib/mpl-data/matplotlibrc
  7. 2019-11-17 09:52:03,297@matplotlib DEBUG # matplotlib version 3.1.1
  8. 2019-11-17 09:52:03,297@matplotlib DEBUG # interactive is False
  9. 2019-11-17 09:52:03,297@matplotlib DEBUG # platform is linux
  10. 2019-11-17 09:52:03,298@matplotlib DEBUG # loaded modules: ['builtins', 'sys', '_frozen_importlib', '_imp', '_warnings', '_thread', '_weakref', '_frozen_importlib_external', '_io', 'marshal', 'posix', 'zipimport', 'encodings', 'codecs', '_codecs', 'encodings.aliases', 'encodings.utf_8', '_signal', '__main__', 'encodings.latin_1', 'io', 'abc', '_weakrefset', 'warnings', 're', 'enum', 'types', 'functools', '_functools', 'collections', '_collections_abc', 'operator', '_operator', 'keyword', 'heapq', '_heapq', 'itertools', 'reprlib', '_collections', 'weakref', 'collections.abc', 'sre_compile', '_sre', 'sre_parse', 'sre_constants', '_locale', 'copyreg', 'site', 'os', 'errno', 'stat', '_stat', 'posixpath', 'genericpath', 'os.path', '_sitebuiltins', 'sysconfig', '_sysconfigdata_m_linux_x86_64-linux-gnu', '_bootlocale', 'importlib', 'importlib._bootstrap', 'importlib._bootstrap_external', 'importlib.util', 'importlib.abc', 'importlib.machinery', 'contextlib', 'google', 'google.cloud', 'google.logging', 'mpl_toolkits', 'sphinxcontrib', 'sitecustomize', 'multiprocessing', 'multiprocessing.context', 'threading', 'time', 'traceback', 'linecache', 'tokenize', 'token', 'multiprocessing.process', 'signal', 'multiprocessing.reduction', 'pickle', 'struct', '_struct', '_compat_pickle', '_pickle', 'socket', '_socket', 'selectors', 'math', 'select', 'array', '__mp_main__', 'chess_zero', 'chess_zero.manager', 'argparse', 'copy', 'textwrap', 'gettext', 'locale', 'logging', 'string', '_string', 'atexit', 'chess_zero.lib', 'chess_zero.lib.logger', 'chess_zero.config', 'numpy', '__future__', 'numpy._globals', 'numpy.__config__', 'numpy.version', 'numpy._distributor_init', 'numpy.core', 'numpy.core.info', 'numpy.core.multiarray', 'numpy.core.overrides', 'datetime', '_datetime', 'numpy.core._multiarray_umath', 'numpy.compat', 'numpy.compat._inspect', 'numpy.compat.py3k', 'pathlib', 'fnmatch', 'ntpath', 'urllib', 'urllib.parse', 'numpy.core.umath', 'numpy.core.numerictypes', 'numbers', 'numpy.core._string_helpers', 'numpy.core._type_aliases', 'numpy.core._dtype', 'numpy.core.numeric', 'numpy.core._exceptions', 'numpy.core._asarray', 'numpy.core._ufunc_config', 'numpy.core.fromnumeric', 'numpy.core._methods', 'numpy.core.arrayprint', 'numpy.core.defchararray', 'numpy.core.records', 'numpy.core.memmap', 'numpy.core.function_base', 'numpy.core.machar', 'numpy.core.getlimits', 'numpy.core.shape_base', 'numpy.core.einsumfunc', 'numpy.core._add_newdocs', 'numpy.core._multiarray_tests', 'numpy.core._dtype_ctypes', '_ctypes', 'ctypes', 'ctypes._endian', 'numpy.core._internal', 'platform', 'subprocess', '_posixsubprocess', 'numpy._pytesttester', 'numpy.lib', 'numpy.lib.info', 'numpy.lib.type_check', 'numpy.lib.ufunclike', 'numpy.lib.index_tricks', 'numpy.matrixlib', 'numpy.matrixlib.defmatrix', 'ast', '_ast', 'numpy.linalg', 'numpy.linalg.info', 'numpy.linalg.linalg', 'numpy.lib.twodim_base', 'numpy.linalg.lapack_lite', 'numpy.linalg._umath_linalg', 'numpy.lib.function_base', 'numpy.lib.histograms', 'numpy.lib.stride_tricks', 'numpy.lib.mixins', 'numpy.lib.nanfunctions', 'numpy.lib.shape_base', 'numpy.lib.scimath', 'numpy.lib.polynomial', 'numpy.lib.utils', 'numpy.lib.arraysetops', 'numpy.lib.npyio', 'numpy.lib.format', 'numpy.lib._datasource', 'shutil', 'zlib', 'bz2', '_compression', '_bz2', 'lzma', '_lzma', 'pwd', 'grp', 'numpy.lib._iotools', 'numpy.lib.financial', 'decimal', '_decimal', 'numpy.lib.arrayterator', 'numpy.lib.arraypad', 'numpy.lib._version', 'numpy.fft', 'numpy.fft._pocketfft', 'numpy.fft._pocketfft_internal', 'numpy.fft.helper', 'numpy.polynomial', 'numpy.polynomial.polynomial', 'numpy.polynomial.polyutils', 'numpy.polynomial._polybase', 'numpy.polynomial.chebyshev', 'numpy.polynomial.legendre', 'numpy.polynomial.hermite', 'numpy.polynomial.hermite_e', 'numpy.polynomial.laguerre', 'numpy.random', 'numpy.random._pickle', 'numpy.random.mtrand', 'cython_runtime', 'numpy.random.common', 'numpy.random.bounded_integers', 'numpy.random.mt19937', 'numpy.random.bit_generator', '_cython_0_29_14', 'secrets', 'base64', 'binascii', 'hmac', 'hashlib', '_hashlib', '_blake2', '_sha3', 'random', 'bisect', '_bisect', '_random', 'numpy.random.philox', 'numpy.random.pcg64', 'numpy.random.sfc64', 'numpy.random.generator', 'numpy.ctypeslib', 'numpy.ma', 'numpy.ma.core', 'numpy.ma.extras', 'numpy.testing', 'unittest', 'unittest.result', 'unittest.util', 'unittest.case', 'difflib', 'pprint', 'unittest.suite', 'unittest.loader', 'unittest.main', 'unittest.runner', 'unittest.signals', 'numpy.testing._private', 'numpy.testing._private.utils', 'gc', 'tempfile', 'numpy.testing._private.decorators', 'numpy.testing._private.nosetester', 'chess_zero.configs', 'chess_zero.configs.mini', 'chess_zero.worker', 'chess_zero.worker.self_play', 'concurrent', 'concurrent.futures', 'concurrent.futures._base', 'concurrent.futures.process', 'queue', 'multiprocessing.connection', '_multiprocessing', 'multiprocessing.util', 'concurrent.futures.thread', 'chess_zero.agent', 'chess_zero.agent.model_chess', 'ftplib', 'ssl', 'ipaddress', '_ssl', 'json', 'json.decoder', 'json.scanner', '_json', 'json.encoder', 'keras', 'keras.utils', 'keras.utils.np_utils', 'keras.utils.generic_utils', 'six', 'inspect', 'dis', 'opcode', '_opcode', 'keras.utils.data_utils', 'tarfile', 'zipfile', 'multiprocessing.pool', 'six.moves', 'six.moves.urllib', 'six.moves.urllib.error', 'urllib.error', 'urllib.response', 'six.moves.urllib.request', 'urllib.request', 'email', 'http', 'http.client', 'email.parser', 'email.feedparser', 'email.errors', 'email._policybase', 'email.header', 'email.quoprimime', 'email.base64mime', 'email.charset', 'email.encoders', 'quopri', 'email.utils', 'email._parseaddr', 'calendar', 'email.message', 'uu', 'email._encoded_words', 'email.iterators', 'keras.utils.io_utils', 'h5py', 'h5py._errors', 'h5py._hl', 'h5py._hl.compat', 'h5py._conv', 'h5py.h5r', '_cython_0_28_3', 'h5py._objects', 'h5py.defs', 'h5py.h5t', 'h5py.utils', 'h5py.h5', 'h5py.h5py_warnings', 'h5py.h5z', 'h5py.h5a', 'h5py.h5s', 'h5py.h5p', 'h5py.h5ac', 'h5py._proxy', 'h5py.h5d', 'h5py.h5ds', 'h5py.h5f', 'h5py.h5g', 'h5py.h5i', 'h5py.h5fd', 'h5py._hl.filters', 'h5py._hl.base', 'h5py._hl.files', 'h5py._hl.group', 'h5py.h5o', 'h5py.h5l', 'h5py._hl.dataset', 'h5py._hl.selections', 'h5py._hl.selections2', 'h5py._hl.datatype', 'h5py.version', 'h5py._hl.attrs', 'uuid', 'ctypes.util', 'keras.utils.conv_utils', 'keras.backend', 'keras.backend.load_backend', 'keras.backend.common', 'keras.backend.tensorflow_backend', 'tensorflow', 'tensorflow._api', 'tensorflow.python', 'tensorflow.tools', 'tensorflow.core', 'tensorflow.compiler', 'tensorflow.lite', 'tensorflow.keras', 'tensorflow.contrib', 'tensorflow.compat', 'tensorflow.summary', 'tensorflow.examples', 'tensorflow.estimator', 'tensorflow_core', 'distutils', 'tensorflow_core.python', 'tensorflow_core.python.pywrap_tensorflow', 'tensorflow.python.platform', 'tensorflow.python.platform.self_check', 'tensorflow.python.platform.build_info', 'tensorflow.python.pywrap_tensorflow_internal', 'imp', 'swig_runtime_data4', '_pywrap_tensorflow_internal', 'tensorflow.python.util', 'tensorflow.python.util.deprecation', 'tensorflow.python.platform.tf_logging', 'tensorflow.python.util.tf_export', 'tensorflow.python.util.tf_decorator', 'tensorflow.python.util.tf_stack', 'tensorflow_core.python._tf_stack', 'tensorflow.python.util.tf_inspect', 'tensorflow.python.util.decorator_utils', 'tensorflow.python.util.is_in_graph_mode', 'tensorflow.python.util.tf_contextlib', 'tensorflow_core.core', 'tensorflow.core.framework', 'tensorflow.core.framework.graph_pb2', 'google.protobuf', 'pkg_resources', 'pkgutil', 'plistlib', 'xml', 'xml.parsers', 'xml.parsers.expat', 'pyexpat.errors', 'pyexpat.model', 'pyexpat', 'xml.parsers.expat.model', 'xml.parsers.expat.errors', 'pkg_resources.extern', 'pkg_resources._vendor', 'pkg_resources.extern.six', 'pkg_resources._vendor.six', 'pkg_resources.extern.six.moves', 'pkg_resources._vendor.six.moves', 'pkg_resources.py31compat', 'pkg_resources.extern.appdirs', 'pkg_resources._vendor.packaging.__about__', 'pkg_resources.extern.packaging', 'pkg_resources.extern.packaging.version', 'pkg_resources.extern.packaging._structures', 'pkg_resources.extern.packaging.specifiers', 'pkg_resources.extern.packaging._compat', 'pkg_resources.extern.packaging.requirements', 'pkg_resources.extern.pyparsing', 'pkg_resources.extern.six.moves.urllib', 'pkg_resources.extern.packaging.markers', 'google.protobuf.descriptor', 'google.protobuf.internal', 'google.protobuf.internal.api_implementation', 'google.protobuf.internal._api_implementation', 'google.protobuf.pyext', 'google.protobuf.internal.containers', 'google.protobuf.internal.enum_type_wrapper', 'google.protobuf.message', 'google.protobuf.pyext._message', 'google.protobuf.reflection', 'google.protobuf.message_factory', 'google.protobuf.descriptor_pool', 'google.protobuf.descriptor_database', 'google.protobuf.text_encoding', 'google.protobuf.pyext.cpp_message', 'google.protobuf.symbol_database', 'tensorflow.core.framework.node_def_pb2', 'tensorflow.core.framework.attr_value_pb2', 'tensorflow.core.framework.tensor_pb2', 'tensorflow.core.framework.resource_handle_pb2', 'tensorflow.core.framework.tensor_shape_pb2', 'google.protobuf.internal.well_known_types', 'tensorflow.core.framework.types_pb2', 'tensorflow.core.framework.function_pb2', 'tensorflow.core.framework.op_def_pb2', 'tensorflow.core.framework.versions_pb2', 'tensorflow.core.framework.summary_pb2', 'tensorflow.core.protobuf', 'tensorflow.core.protobuf.meta_graph_pb2', 'google.protobuf.any_pb2', 'tensorflow.core.protobuf.saved_object_graph_pb2', 'tensorflow.core.protobuf.trackable_object_graph_pb2', 'tensorflow.core.protobuf.struct_pb2', 'tensorflow.core.framework.variable_pb2', 'tensorflow.core.protobuf.saver_pb2', 'tensorflow.core.protobuf.config_pb2', 'tensorflow.core.framework.cost_graph_pb2', 'tensorflow.core.framework.step_stats_pb2', 'tensorflow.core.framework.allocation_description_pb2', 'tensorflow.core.framework.tensor_description_pb2', 'tensorflow.core.protobuf.cluster_pb2', 'tensorflow.core.protobuf.debug_pb2', 'tensorflow.core.protobuf.rewriter_config_pb2', 'tensorflow.core.protobuf.verifier_config_pb2', 'tensorflow.core.protobuf.tensorflow_server_pb2', 'tensorflow.core.util', 'tensorflow.core.util.event_pb2', 'tensorflow.python.framework', 'tensorflow.python.framework.framework_lib', 'tensorflow.python.framework.device', 'tensorflow_core.python.tf2', 'tensorflow.python.framework.device_spec', 'tensorflow.python.framework.ops', 'tensorflow.python.eager', 'tensorflow.python.eager.context', 'tensorflow.python.eager.executor', 'tensorflow.python.eager.monitoring', 'tensorflow.python.framework.c_api_util', 'tensorflow.core.framework.api_def_pb2', 'tensorflow.python.util.compat', 'tensorflow.python.eager.core', 'tensorflow.python.framework.errors', 'tensorflow.python.framework.errors_impl', 'tensorflow.core.lib', 'tensorflow.core.lib.core', 'tensorflow.core.lib.core.error_codes_pb2', 'tensorflow.python.framework.error_interpolation', 'tensorflow.core.protobuf.graph_debug_info_pb2', 'tensorflow.python.eager.tape', 'tensorflow.python.util.lazy_loader', 'tensorflow.python.framework.composite_tensor', 'tensorflow.python.util.nest', 'tensorflow.python.framework.dtypes', 'tensorflow.python.framework.indexed_slices', 'tensorflow.python.framework.tensor_conversion_registry', 'tensorflow.python.framework.tensor_like', 'tensorflow.python.framework.tensor_shape', 'tensorflow.python.framework.type_spec', 'tensorflow.python.framework.op_def_registry', 'tensorflow.python.framework.registry', 'tensorflow.python.framework.traceable_stack', 'tensorflow.python.framework.versions', 'tensorflow.python.ops', 'tensorflow.python.ops.control_flow_util', 'tensorflow.python.platform.app', 'absl', 'absl.app', 'pdb', 'cmd', 'bdb', 'code', 'codeop', 'glob', 'absl.command_name', 'absl.flags', 'getopt', 'absl.flags._argument_parser', 'csv', '_csv', 'absl.flags._helpers', 'fcntl', 'termios', 'absl.flags._defines', 'absl.flags._exceptions', 'absl.flags._flag', 'absl._collections_abc', 'absl.flags._flagvalues', 'xml.dom', 'xml.dom.domreg', 'xml.dom.minidom', 'xml.dom.minicompat', 'xml.dom.xmlbuilder', 'xml.dom.NodeFilter', 'absl.flags._validators', 'absl.logging', 'getpass', 'timeit', 'absl.logging.converter', 'faulthandler', 'tensorflow.python.platform.flags', 'tensorflow.python.util.function_utils', 'tensorflow.python.util.lock_util', 'tensorflow.python.util.memory', 'tensorflow.python.util.object_identity', 'tensorflow.python.framework.sparse_tensor', 'tensorflow.python.framework.tensor_spec', 'tensorflow.python.framework.common_shapes', 'tensorflow.python.framework.cpp_shape_inference_pb2', 'tensorflow.python.framework.tensor_util', 'tensorflow.python.framework.fast_tensor_util', 'tensorflow.python.ops.gen_sparse_ops', 'tensorflow.python.eager.execute', 'google.protobuf.text_format', 'encodings.raw_unicode_escape', 'encodings.unicode_escape', 'google.protobuf.internal.decoder', 'google.protobuf.internal.encoder', 'google.protobuf.internal.wire_format', 'google.protobuf.internal.type_checkers', 'tensorflow.python.framework.op_def_library', 'tensorflow.python.framework.op_callbacks', 'tensorflow.python.util.dispatch', 'tensorflow_core.tools', 'tensorflow.tools.docs', 'tensorflow.tools.docs.doc_controls', 'tensorflow.python.framework.random_seed', 'tensorflow.python.framework.importer', 'tensorflow.python.framework.function', 'tensorflow.python.framework.graph_to_function_def', 'tensorflow.python.ops.array_ops', 'tensorflow.python.compat', 'tensorflow.python.compat.compat', 'tensorflow.python.framework.constant_op', 'tensorflow.python.ops.gen_array_ops', 'tensorflow.python.ops.gen_math_ops', 'tensorflow.python.ops.resource_variable_ops', 'tensorflow.python.ops.gen_logging_ops', 'tensorflow.python.ops.gen_resource_variable_ops', 'tensorflow.python.ops.gen_state_ops', 'tensorflow.python.ops.math_ops', 'tensorflow.python.framework.graph_util', 'tensorflow.python.framework.graph_util_impl', 'tensorflow.python.ops.gen_data_flow_ops', 'tensorflow.python.ops.gen_nn_ops', 'tensorflow.python.ops.state_ops', 'tensorflow.python.ops.variables', 'tensorflow.python.ops.control_flow_ops', 'tensorflow.core.protobuf.control_flow_pb2', 'tensorflow.python.ops.gen_control_flow_ops', 'tensorflow.python.ops.tensor_array_ops', 'tensorflow.python.ops.list_ops', 'tensorflow.python.ops.gen_list_ops', 'tensorflow.python.util.tf_should_use', 'tensorflow.python.training', 'tensorflow.python.training.tracking', 'tensorflow.python.training.tracking.base', 'tensorflow.python.ops.gen_io_ops', 'tensorflow.python.training.saving', 'tensorflow.python.training.saving.saveable_object', 'tensorflow.python.ops.variable_scope', 'tensorflow.python.ops.init_ops', 'tensorflow.python.ops.gen_linalg_ops', 'tensorflow.python.ops.linalg_ops_impl', 'tensorflow.python.ops.random_ops', 'tensorflow.python.ops.gen_random_ops', 'tensorflow.python.framework.load_library', 'tensorflow.python.lib', 'tensorflow.python.lib.io', 'tensorflow.python.lib.io.file_io', 'tensorflow.python.framework.config', 'tensorflow.python.client', 'tensorflow.python.client.client_lib', 'tensorflow.python.client.session', 'tensorflow.python.ops.session_ops', 'tensorflow.python.training.experimental', 'tensorflow.python.training.experimental.mixed_precision_global_state', 'tensorflow.python.ops.standard_ops', 'tensorflow_core.python.autograph', 'tensorflow.python.autograph', 'tensorflow.python.autograph.operators', 'tensorflow.python.autograph.operators.control_flow', 'tensorflow.python.autograph.operators.py_builtins', 'tensorflow.python.autograph.utils', 'tensorflow.python.autograph.utils.context_managers', 'tensorflow.python.autograph.utils.misc', 'tensorflow.python.autograph.utils.py_func', 'tensorflow.python.ops.script_ops', 'tensorflow.python.eager.backprop', 'tensorflow.python.eager.imperative_grad', 'tensorflow.python.ops.unconnected_gradients', 'tensorflow.python.ops.check_ops', 'tensorflow.python.ops.gen_script_ops', 'tensorflow.python.autograph.utils.tensor_list', 'tensorflow.python.autograph.utils.testing', 'tensorflow.python.autograph.utils.type_check', 'tensorflow.python.autograph.utils.tensors', 'tensorflow.python.data', 'tensorflow.python.data.experimental', 'tensorflow.python.data.experimental.ops', 'tensorflow.python.data.experimental.ops.batching', 'tensorflow.python.data.ops', 'tensorflow.python.data.ops.dataset_ops', 'tensorflow.python.data.experimental.ops.distribute_options', 'tensorflow.python.data.util', 'tensorflow.python.data.util.options', 'tensorflow.python.data.experimental.ops.optimization_options', 'tensorflow.python.data.experimental.ops.stats_options', 'tensorflow.python.data.experimental.ops.stats_aggregator', 'tensorflow.python.ops.gen_experimental_dataset_ops', 'tensorflow.python.ops.summary_ops_v2', 'tensorflow.python.eager.profiler', 'tensorflow.python.platform.gfile', 'tensorflow.python.framework.smart_cond', 'tensorflow.python.ops.gen_summary_ops', 'tensorflow.python.ops.summary_op_util', 'tensorflow.python.training.training_util', 'tensorflow.python.framework.graph_io', 'tensorflow.python.data.experimental.ops.threading_options', 'tensorflow.python.data.ops.iterator_ops', 'tensorflow.python.data.ops.optional_ops', 'tensorflow.python.data.util.structure', 'tensorflow.python.data.util.nest', 'tensorflow.python.ops.ragged', 'tensorflow.python.ops.ragged.ragged_array_ops', 'tensorflow.python.ops.sort_ops', 'tensorflow.python.ops.nn_ops', 'tensorflow.python.ops.ragged.ragged_functional_ops', 'tensorflow.python.ops.ragged.ragged_config', 'tensorflow.python.ops.ragged.ragged_tensor', 'tensorflow.python.ops.gen_ragged_conversion_ops', 'tensorflow.python.ops.ragged.ragged_tensor_value', 'tensorflow.python.ops.ragged.ragged_util', 'tensorflow.python.ops.gen_ragged_math_ops', 'tensorflow.python.ops.ragged.segment_id_ops', 'tensorflow.python.ops.ragged.ragged_math_ops', 'tensorflow.python.ops.ragged.ragged_batch_gather_ops', 'tensorflow.python.ops.ragged.ragged_gather_ops', 'tensorflow.python.ops.gen_ragged_array_ops', 'tensorflow.python.ops.ragged.ragged_batch_gather_with_default_op', 'tensorflow.python.ops.ragged.ragged_dispatch', 'tensorflow.python.ops.clip_ops', 'tensorflow.python.ops.data_flow_ops', 'tensorflow.python.lib.io.python_io', 'tensorflow.python.lib.io.tf_record', 'tensorflow.python.ops.gen_bitwise_ops', 'tensorflow.python.ops.parsing_ops', 'tensorflow.python.ops.gen_parsing_ops', 'tensorflow.python.ops.sparse_ops', 'tensorflow.python.ops.string_ops', 'tensorflow.python.ops.gen_string_ops', 'tensorflow.python.ops.ragged.ragged_concat_ops', 'tensorflow.python.ops.ragged.ragged_squeeze_op', 'tensorflow.python.ops.ragged.ragged_string_ops', 'tensorflow.python.ops.ragged.ragged_tensor_shape', 'tensorflow.python.ops.ragged.ragged_where_op', 'tensorflow.python.ops.ragged.ragged_operators', 'tensorflow.python.ops.ragged.ragged_getitem', 'tensorflow.python.ops.ragged.ragged_conversion_ops', 'tensorflow.python.ops.ragged.ragged_factory_ops', 'tensorflow.python.ops.ragged.ragged_map_ops', 'tensorflow.python.ops.gen_dataset_ops', 'tensorflow.python.training.saver', 'tensorflow.python.framework.meta_graph', 'distutils.version', 'tensorflow.python.ops.io_ops', 'tensorflow.python.training.checkpoint_management', 'tensorflow.python.training.checkpoint_state_pb2', 'tensorflow.python.training.saving.saveable_object_util', 'tensorflow.python.data.util.random_seed', 'tensorflow.python.data.util.sparse', 'tensorflow.python.data.util.traverse', 'tensorflow.python.eager.function', 'tensorflow.python.eager.graph_only_ops', 'tensorflow.python.framework.func_graph', 'tensorflow.python.framework.auto_control_deps', 'tensorflow.python.ops.custom_gradient', 'tensorflow.python.ops.op_selector', 'tensorflow.python.ops.default_gradient', 'tensorflow.python.ops.functional_ops', 'tensorflow.python.ops.gen_functional_ops', 'tensorflow.python.ops.gradients_util', 'tensorflow.python.ops.control_flow_state', 'tensorflow.python.training.tracking.tracking', 'tensorflow.python.eager.def_function', 'tensorflow.python.eager.lift_to_graph', 'tensorflow.python.training.tracking.data_structures', 'wrapt', 'wrapt.wrappers', 'wrapt._wrappers', 'wrapt.decorators', 'wrapt.importer', 'tensorflow.python.saved_model', 'tensorflow.python.saved_model.revived_types', 'tensorflow.python.training.tracking.layer_utils', 'tensorflow.python.data.util.convert', 'tensorflow.python.data.experimental.ops.cardinality', 'tensorflow.python.data.experimental.ops.counter', 'tensorflow.python.data.experimental.ops.scan_ops', 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'tensorflow._api.v1.compat.v1.xla.experimental', 'tensorflow_estimator', 'tensorflow_estimator._api', 'tensorflow_estimator._api.v1', 'tensorflow_estimator._api.v1.estimator', 'tensorflow_estimator._api.v1.estimator.experimental', 'tensorflow_estimator.python', 'tensorflow_estimator.python.estimator', 'tensorflow_estimator.python.estimator.canned', 'tensorflow_estimator.python.estimator.canned.dnn', 'tensorflow_estimator.python.estimator.estimator', 'tensorflow.python.distribute.estimator_training', 'tensorflow.python.training.evaluation', 'tensorflow.python.util.compat_internal', 'tensorflow_estimator.python.estimator.model_fn', 'tensorflow_estimator.python.estimator.mode_keys', 'tensorflow_estimator.python.estimator.run_config', 'tensorflow_estimator.python.estimator.util', 'tensorflow_estimator.python.estimator.export', 'tensorflow_estimator.python.estimator.export.export_lib', 'tensorflow_estimator.python.estimator.export.export', 'tensorflow_estimator.python.estimator.canned.head', 'tensorflow_estimator.python.estimator.canned.metric_keys', 'tensorflow_estimator.python.estimator.canned.prediction_keys', 'tensorflow_estimator.python.estimator.export.export_output', 'tensorflow_estimator.python.estimator.canned.optimizers', 'tensorflow_estimator.python.estimator.head', 'tensorflow_estimator.python.estimator.head.head_utils', 'tensorflow_estimator.python.estimator.head.binary_class_head', 'tensorflow_estimator.python.estimator.head.base_head', 'tensorflow_estimator.python.estimator.head.multi_class_head', 'tensorflow_estimator.python.estimator.head.regression_head', 'tensorflow_estimator.python.estimator.canned.kmeans', 'tensorflow.python.ops.clustering_ops', 'tensorflow.python.ops.gen_clustering_ops', 'tensorflow_estimator.python.estimator.canned.linear', 'tensorflow_estimator.python.estimator.canned.linear_optimizer', 'tensorflow_estimator.python.estimator.canned.linear_optimizer.python', 'tensorflow_estimator.python.estimator.canned.linear_optimizer.python.utils', 'tensorflow_estimator.python.estimator.canned.linear_optimizer.python.utils.sdca_ops', 'tensorflow_estimator.python.estimator.canned.linear_optimizer.python.utils.sharded_mutable_dense_hashtable', 'tensorflow_estimator.python.estimator.early_stopping', 'tensorflow_estimator.python.estimator.hooks', 'tensorflow_estimator.python.estimator.hooks.hooks', 'tensorflow_estimator._api.v1.estimator.export', 'tensorflow_estimator._api.v1.estimator.inputs', 'tensorflow_estimator.python.estimator.inputs', 'tensorflow_estimator.python.estimator.inputs.numpy_io', 'tensorflow_estimator.python.estimator.inputs.queues', 'tensorflow_estimator.python.estimator.inputs.queues.feeding_functions', 'tensorflow_estimator.python.estimator.inputs.queues.feeding_queue_runner', 'pandas', 'pytz', 'pytz.exceptions', 'pytz.lazy', 'pytz.tzinfo', 'pytz.tzfile', 'dateutil', 'dateutil._version', 'pandas.compat', 'pandas.compat.numpy', 'pandas._libs', 'pandas._libs.tslibs', 'pandas._libs.tslibs.conversion', 'pandas._libs.tslibs.c_timestamp', 'pandas._libs.tslibs.nattype', 'pandas._libs.tslibs.np_datetime', 'pandas._libs.tslibs.timezones', 'dateutil.tz', 'dateutil.tz.tz', 'dateutil.tz._common', 'pandas._libs.tslibs.tzconversion', 'pandas._libs.tslibs.timedeltas', 'pandas._libs.tslibs.offsets', 'pandas._libs.tslibs.ccalendar', 'pandas._config', 'pandas._config.config', 'pandas._config.dates', 'pandas._config.display', 'pandas._config.localization', 'pandas._libs.tslibs.strptime', 'dateutil.relativedelta', 'dateutil._common', 'pandas._libs.tslibs.fields', 'pandas._libs.tslibs.parsing', 'dateutil.parser', 'pandas._libs.tslibs.period', 'pandas._libs.tslibs.frequencies', 'pandas._libs.tslibs.timestamps', 'pandas._libs.tslibs.resolution', 'pandas._libs.hashtable', 'pandas._libs.missing', 'pandas._libs.lib', 'pandas._libs.tslib', 'pandas.core', 'pandas.core.config_init', 'pandas.core.api', 'pandas.core.arrays', 'pandas.core.arrays.array_', 'pandas.core.dtypes', 'pandas.core.dtypes.common', 'pandas._libs.algos', 'pandas.core.dtypes.dtypes', 'pandas._libs.interval', 'pandas.core.dtypes.generic', 'pandas.core.dtypes.base', 'pandas.errors', 'pandas.core.dtypes.inference', 'pandas._typing', 'pandas.core.arrays.base', 'pandas.compat.numpy.function', 'pandas.util', 'pandas.util._decorators', 'pandas._libs.properties', 'pandas.core.util', 'pandas.core.util.hashing', 'pandas._libs.hashing', 'pandas.core.dtypes.cast', 'pandas.core.dtypes.missing', 'pandas.util._validators', 'pandas.core.ops', 'pandas._libs.ops', 'pandas.core.common', 'pandas.core.ops.missing', 'pandas.core.ops.roperator', 'pandas.core.ops.docstrings', 'pandas.core.sorting', 'pandas.core.algorithms', 'pandas.core.indexers', 'pandas.core.arrays.categorical', 'pandas.core.accessor', 'pandas.core.base', 'pandas.core.nanops', 'pandas.compat._optional', 'bottleneck', 'bottleneck.reduce', 'bottleneck.nonreduce', 'bottleneck.nonreduce_axis', 'bottleneck.move', 'bottleneck.slow', 'bottleneck.slow.reduce', 'bottleneck.slow.nonreduce', 'bottleneck.slow.nonreduce_axis', 'bottleneck.slow.move', 'bottleneck.version', 'bottleneck.benchmark', 'bottleneck.benchmark.bench', 'bottleneck.benchmark.autotimeit', 'bottleneck.benchmark.bench_detailed', 'bottleneck.tests', 'bottleneck.tests.util', 'pandas.core.missing', 'pandas.io', 'pandas.io.formats', 'pandas.io.formats.console', 'pandas.core.arrays.datetimes', 'pandas.core.arrays.datetimelike', 'pandas.tseries', 'pandas.tseries.frequencies', 'pandas.tseries.offsets', 'dateutil.easter', 'pandas.core.tools', 'pandas.core.tools.datetimes', 'pandas.core.arrays._ranges', 'pandas.core.arrays.integer', 'pandas.core.tools.numeric', 'pandas.core.arrays.interval', 'pandas.core.indexes', 'pandas.core.indexes.base', 'pandas._libs.index', 'pandas._libs.join', 'pandas.core.dtypes.concat', 'pandas.core.indexes.frozen', 'pandas.io.formats.printing', 'pandas.core.strings', 'pandas.core.arrays.numpy_', 'pandas.core.arrays.period', 'pandas.core.arrays.sparse', 'pandas._libs.sparse', 'pandas.core.arrays.timedeltas', 'pandas.core.groupby', 'pandas.core.groupby.generic', 'pandas.core.frame', 'pandas.core.generic', 'pandas.core.index', 'pandas.core.indexes.api', 'pandas.core.indexes.category', 'pandas.core.indexes.datetimes', 'pandas.core.indexes.datetimelike', 'pandas.core.tools.timedeltas', 'pandas.core.indexes.numeric', 'pandas.core.indexes.interval', 'pandas.util._exceptions', 'pandas.core.indexes.multi', 'pandas.core.indexes.timedeltas', 'pandas.core.indexes.period', 'pandas.core.indexes.range', 'pandas.core.indexing', 'pandas._libs.indexing', 'pandas.core.internals', 'pandas.core.internals.blocks', 'pandas._libs.internals', 'pandas.core.internals.arrays', 'pandas.core.internals.managers', 'pandas.core.internals.concat', 'pandas.io.formats.format', 'pandas.io.common', 'mmap', 'pandas.core.internals.construction', 'pandas.core.series', 'pandas._libs.reshape', 'pandas.core.indexes.accessors', 'pandas.plotting', 'pandas.plotting._core', 'pandas.plotting._matplotlib', 'pandas.plotting._matplotlib.boxplot', 'matplotlib', 'matplotlib.cbook', 'matplotlib.cbook.deprecation', 'matplotlib.rcsetup', 'matplotlib.fontconfig_pattern', 'matplotlib.colors', 'matplotlib._color_data', 'cycler', 'matplotlib._version', 'matplotlib.ft2font', 'kiwisolver']
  11. 2019-11-17 09:52:03,368@matplotlib DEBUG # CACHEDIR=/root/.cache/matplotlib
  12. 2019-11-17 09:52:03,369@matplotlib.font_manager DEBUG # Using fontManager instance from /root/.cache/matplotlib/fontlist-v310.json
  13. 2019-11-17 09:52:03,860@chess_zero.agent.model_chess DEBUG # loading model from /content/ChessAlphaZero/data/model/model_best_config.json
  14. 2019-11-17 09:52:03,861@tensorflow WARNING # From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:541: The name tf.placeholder is deprecated. Please use tf.compat.v1.placeholder instead.
  15.  
  16. 2019-11-17 09:52:03,876@tensorflow WARNING # From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:4432: The name tf.random_uniform is deprecated. Please use tf.random.uniform instead.
  17.  
  18. 2019-11-17 09:52:03,889@tensorflow WARNING # From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:66: The name tf.get_default_graph is deprecated. Please use tf.compat.v1.get_default_graph instead.
  19.  
  20. 2019-11-17 09:52:03,889@tensorflow WARNING # From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:190: The name tf.get_default_session is deprecated. Please use tf.compat.v1.get_default_session instead.
  21.  
  22. 2019-11-17 09:52:03,890@tensorflow WARNING # From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:197: The name tf.ConfigProto is deprecated. Please use tf.compat.v1.ConfigProto instead.
  23.  
  24. 2019-11-17 09:52:03,890@tensorflow WARNING # From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:203: The name tf.Session is deprecated. Please use tf.compat.v1.Session instead.
  25.  
  26. 2019-11-17 09:52:03.890615: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA
  27. 2019-11-17 09:52:03.895913: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2300000000 Hz
  28. 2019-11-17 09:52:03.896132: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x324f640 initialized for platform Host (this does not guarantee that XLA will be used). Devices:
  29. 2019-11-17 09:52:03.896173: I tensorflow/compiler/xla/service/service.cc:176] StreamExecutor device (0): Host, Default Version
  30. 2019-11-17 09:52:03.932935: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcuda.so.1
  31. 2019-11-17 09:52:04.035777: E tensorflow/stream_executor/cuda/cuda_driver.cc:318] failed call to cuInit: CUDA_ERROR_NO_DEVICE: no CUDA-capable device is detected
  32. 2019-11-17 09:52:04.035864: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (29d59642e7b5): /proc/driver/nvidia/version does not exist
  33. 2019-11-17 09:52:04,036@tensorflow WARNING # From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:207: The name tf.global_variables is deprecated. Please use tf.compat.v1.global_variables instead.
  34.  
  35. 2019-11-17 09:52:04,036@tensorflow WARNING # From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:216: The name tf.is_variable_initialized is deprecated. Please use tf.compat.v1.is_variable_initialized instead.
  36.  
  37. 2019-11-17 09:52:04,044@tensorflow WARNING # From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:223: The name tf.variables_initializer is deprecated. Please use tf.compat.v1.variables_initializer instead.
  38.  
  39. 2019-11-17 09:52:04,146@tensorflow WARNING # From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:148: The name tf.placeholder_with_default is deprecated. Please use tf.compat.v1.placeholder_with_default instead.
  40.  
  41. 2019-11-17 09:52:07,170@chess_zero.agent.model_chess DEBUG # loaded model digest = 259dc1c022276e4d6d2c7faa7b037a20ccac4b4a039cce14548ed47b45894b78
  42. Using TensorFlow backend.
  43. Using TensorFlow backend.
  44. Using TensorFlow backend.
  45. game 1 time=579.6s halfmoves= 83 Winner.white
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