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Error when running run.py self #75

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reikdas opened this issue Nov 8, 2018 · 18 comments
Open

Error when running run.py self #75

reikdas opened this issue Nov 8, 2018 · 18 comments

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@reikdas
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reikdas commented Nov 8, 2018 

pratyush@pratyush-GS65-Stealth-Thin-8RF:~/dev/chess-alpha-zero$ python src/chess_zero/run.py self
2018-11-08 19:17:05,638@chess_zero.manager INFO # config type: mini
Using TensorFlow backend.
2018-11-08 19:17:06,969@matplotlib DEBUG # $HOME=/home/pratyush
2018-11-08 19:17:06,969@matplotlib DEBUG # CONFIGDIR=/home/pratyush/.config/matplotlib
2018-11-08 19:17:06,969@matplotlib DEBUG # matplotlib data path: /home/pratyush/anaconda3/lib/python3.6/site-packages/matplotlib/mpl-data
2018-11-08 19:17:06,972@matplotlib DEBUG # loaded rc file /home/pratyush/anaconda3/lib/python3.6/site-packages/matplotlib/mpl-data/matplotlibrc
2018-11-08 19:17:06,973@matplotlib DEBUG # matplotlib version 3.0.1
2018-11-08 19:17:06,973@matplotlib DEBUG # interactive is False
2018-11-08 19:17:06,973@matplotlib DEBUG # platform is linux
2018-11-08 19:17:06,974@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', 'site', 'os', 'errno', 'stat', '_stat', 'posixpath', 'genericpath', 'os.path', '_collections_abc', '_sitebuiltins', 'sysconfig', '_sysconfigdata_m_linux_x86_64-linux-gnu', '_bootlocale', '_locale', 'types', 'functools', '_functools', 'collections', 'operator', '_operator', 'keyword', 'heapq', '_heapq', 'itertools', 'reprlib', '_collections', 'weakref', 'collections.abc', 'importlib', 'importlib._bootstrap', 'importlib._bootstrap_external', 'warnings', 'importlib.util', 'importlib.abc', 'importlib.machinery', 'contextlib', 'mpl_toolkits', 'google', 'sphinxcontrib', 'encodings.cp437', 'multiprocessing', 'multiprocessing.context', 'threading', 'time', 'traceback', 'linecache', 'tokenize', 're', 'enum', 'sre_compile', '_sre', 'sre_parse', 'sre_constants', 'copyreg', '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._import_tools', 'numpy.add_newdocs', 'numpy.lib', 'numpy.lib.info', 'numpy.lib.type_check', 'numpy.core', 'numpy.core.info', 'datetime', '_datetime', 'numpy.core.multiarray', 'numpy.core.umath', 'numpy.core._internal', 'numpy.compat', 'numpy.compat._inspect', 'numpy.compat.py3k', 'pathlib', 'fnmatch', 'ntpath', 'urllib', 'urllib.parse', 'ctypes', '_ctypes', 'ctypes._endian', 'numpy.core.numerictypes', 'numbers', 'numpy.core.numeric', '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.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', 'shutil', 'zlib', 'bz2', '_compression', '_bz2', 'lzma', '_lzma', 'pwd', 'grp', 'tempfile', 'random', 'hashlib', '_hashlib', '_blake2', '_sha3', 'bisect', '_bisect', '_random', 'numpy.lib.utils', 'numpy.testing._private.decorators', 'numpy.testing._private.nosetester', 'numpy.testing._private.pytesttester', 'numpy.lib.ufunclike', 'numpy.lib.index_tricks', 'numpy.lib.function_base', 'numpy.lib.twodim_base', 'numpy.lib.histograms', 'numpy.matrixlib', 'numpy.matrixlib.defmatrix', 'ast', '_ast', 'numpy.linalg', 'numpy.linalg.info', 'numpy.linalg.linalg', 'numpy.linalg.lapack_lite', 'numpy.linalg._umath_linalg', 'numpy.lib.stride_tricks', 'numpy.lib.mixins', 'numpy.lib.nanfunctions', 'numpy.lib.shape_base', 'numpy.lib.scimath', 'numpy.lib.polynomial', 'numpy.lib.arraysetops', 'numpy.lib.npyio', 'numpy.lib.format', 'numpy.lib._datasource', 'numpy.lib._iotools', 'numpy.lib.financial', 'decimal', '_decimal', 'numpy.lib.arrayterator', 'numpy.lib.arraypad', 'numpy.lib._version', 'numpy.core._multiarray_tests', 'numpy._distributor_init', 'numpy._mklinit', 'numpy.fft', 'numpy.fft.info', 'numpy.fft.fftpack', 'numpy.fft.fftpack_lite', 'numpy.fft.helper', 'mkl_fft', '_cython_0_28_5', 'cython_runtime', 'mkl_fft._pydfti', 'mkl_fft._version', 'mkl_fft._numpy_fft', '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.info', 'numpy.random.mtrand', 'mtrand', 'numpy.ctypeslib', 'numpy.ma', 'numpy.ma.core', 'numpy.ma.extras', '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', 'subprocess', '_posixsubprocess', 'concurrent.futures.thread', 'chess_zero.agent', 'chess_zero.agent.model_chess', 'ftplib', 'ssl', 'ipaddress', '_ssl', 'base64', 'binascii', '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', 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'tensorflow.core.framework.node_def_pb2', 'tensorflow.core.framework.attr_value_pb2', 'tensorflow.core.framework.tensor_pb2', 'tensorflow.core.framework.resource_handle_pb2', 'google.protobuf.internal.well_known_types', 'tensorflow.core.framework.tensor_shape_pb2', '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.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.debug_pb2', 'tensorflow.core.protobuf.cluster_pb2', 'tensorflow.core.protobuf.rewriter_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.python.util', 'tensorflow.python.util.tf_export', 'tensorflow.python.util.tf_decorator', 'tensorflow.python.framework.ops', 'tensorflow.python.eager', 'tensorflow.python.eager.context', 'tensorflow.python.framework.c_api_util', 'tensorflow.core.framework.api_def_pb2', 'tensorflow.python.util.compat', 'tensorflow.python.util.tf_contextlib', 'tensorflow.python.util.is_in_graph_mode', '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.util.tf_inspect', 'tensorflow.python.eager.tape', 'tensorflow.python.framework.cpp_shape_inference_pb2', 'tensorflow.python.framework.dtypes', 'tensorflow.python.framework.error_interpolation', 'tensorflow.python.util.tf_stack', 'tensorflow.python.framework.op_def_registry', 'tensorflow.python.framework.registry', 'tensorflow.python.platform.tf_logging', 'tensorflow.python.framework.tensor_shape', 'tensorflow.python.framework.traceable_stack', 'tensorflow.python.framework.versions', 'tensorflow.python.ops', 'tensorflow.python.ops.control_flow_util', 'tensorflow.python.platform.app', 'tensorflow.python.platform.flags', 'absl', 'absl.flags', 'getopt', 'absl.flags._argument_parser', 'csv', '_csv', 'absl.flags._helpers', 'fcntl', 'termios', 'absl.flags._defines', 'absl.flags._exceptions', 'absl.flags._flag', 'absl.flags._flagvalues', 'xml.dom', 'xml.dom.domreg', 'xml.dom.minidom', 'xml.dom.minicompat', 'xml.dom.xmlbuilder', 'xml.dom.NodeFilter', 'absl.flags._validators', 'tensorflow.python.util.decorator_utils', 'tensorflow.python.util.function_utils', 'tensorflow.python.util.lock_util', 'tensorflow.python.util.deprecation', 'tensorflow.python.framework.sparse_tensor', 'tensorflow.python.framework.tensor_util', 'tensorflow.python.framework.fast_tensor_util', '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.framework.common_shapes', 'tensorflow.python.framework.constant_op', 'tensorflow.python.eager.execute', 'google.protobuf.text_format', 'google.protobuf.internal.type_checkers', 'google.protobuf.internal.decoder', 'google.protobuf.internal.encoder', 'google.protobuf.internal.wire_format', 'tensorflow.python.ops.gen_array_ops', 'tensorflow.python.framework.op_def_library', 'tensorflow.python.ops.gen_math_ops', 'tensorflow.python.util.nest', 'tensorflow.python.ops.resource_variable_ops', 'tensorflow.core.framework.variable_pb2', '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.gen_sparse_ops', 'tensorflow.python.ops.gen_spectral_ops', 'tensorflow.python.ops.variables', 'tensorflow.python.ops.control_flow_ops', 'tensorflow.core.protobuf.control_flow_pb2', 'tensorflow.python.ops.cond_v2_impl', 'tensorflow.python.ops.gen_functional_ops', 'tensorflow.python.ops.gen_control_flow_ops', 'tensorflow.python.ops.gen_logging_ops', 'tensorflow.python.ops.tensor_array_ops', 'tensorflow.python.util.tf_should_use', 'tensorflow.python.ops.state_ops', 'tensorflow.python.training', 'tensorflow.python.training.checkpointable', 'tensorflow.python.training.checkpointable.base', 'tensorflow.python.ops.gen_io_ops', 'tensorflow.python.training.saveable_object', 'tensorflow.python.util.serialization', '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.client', 'tensorflow.python.client.client_lib', 'tensorflow.python.client.session', 'tensorflow.python.ops.session_ops', 'tensorflow.python.ops.standard_ops', 'tensorflow.python.ops.array_grad', 'tensorflow.python.ops.sparse_ops', 'tensorflow.python.ops.check_ops', 'tensorflow.python.ops.cudnn_rnn_grad', 'tensorflow.python.ops.gen_cudnn_rnn_ops', 'tensorflow.python.ops.data_flow_grad', 'tensorflow.python.ops.data_flow_ops', 'tensorflow.python.lib', 'tensorflow.python.lib.io', 'tensorflow.python.lib.io.python_io', 'tensorflow.python.lib.io.tf_record', 'tensorflow.python.ops.manip_grad', 'tensorflow.python.ops.manip_ops', 'tensorflow.python.ops.gen_manip_ops', 'tensorflow.python.ops.math_grad', 'tensorflow.python.ops.random_grad', 'tensorflow.python.ops.sparse_grad', 'tensorflow.python.ops.spectral_grad', 'tensorflow.python.ops.spectral_ops', 'tensorflow.python.ops.state_grad', 'tensorflow.python.ops.tensor_array_grad', 'tensorflow.python.ops.clip_ops', 'tensorflow.python.ops.numerics', 'tensorflow.python.ops.special_math_ops', 'tensorflow.python.ops.confusion_matrix', 'tensorflow.python.ops.functional_ops', 'tensorflow.python.ops.gradients', 'tensorflow.python.eager.backprop', 'tensorflow.python.eager.imperative_grad', 'tensorflow.python.ops.custom_gradient', 'tensorflow.python.ops.gradients_impl', 'tensorflow.python.ops.control_flow_grad', 'tensorflow.python.ops.image_grad', 'tensorflow.python.ops.gen_image_ops', 'tensorflow.python.ops.linalg_grad', 'tensorflow.python.ops.linalg_ops', 'tensorflow.python.ops.linalg', 'tensorflow.python.ops.linalg.linalg_impl', 'tensorflow.python.ops.logging_ops', 'tensorflow.python.ops.histogram_ops', 'tensorflow.python.ops.io_ops', 'tensorflow.python.ops.lookup_ops', 'tensorflow.python.compat', 'tensorflow.python.compat.compat', 'tensorflow.python.ops.gen_lookup_ops', 'tensorflow.python.ops.string_ops', 'tensorflow.python.ops.gen_string_ops', 'tensorflow.python.ops.parsing_ops', 'tensorflow.python.ops.gen_parsing_ops', 'tensorflow.python.ops.partitioned_variables', 'tensorflow.python.ops.script_ops', 'tensorflow.python.ops.gen_script_ops', 'tensorflow.python.ops.template', 'tensorflow.python.eager.function', 'tensorflow.python.eager.graph_only_ops', 'tensorflow.python.framework.tensor_spec', 'tensorflow.python.training.distribution_strategy_context', 'tensorflow.python.util.lazy_loader', 'tensorflow.python.training.checkpointable.util', 'tensorflow.core.protobuf.checkpointable_object_graph_pb2', 'tensorflow.python.training.checkpoint_management', 'tensorflow.python.lib.io.file_io', 'tensorflow.python.training.training_util', 'tensorflow.python.framework.graph_io', 'tensorflow.python.training.checkpoint_state_pb2', 'tensorflow.python.training.optimizer', 'tensorflow.python.training.distribute', 'tensorflow.python.data', 'tensorflow.python.data.ops', 'tensorflow.python.data.ops.dataset_ops', 'tensorflow.python.data.ops.iterator_ops', 'tensorflow.python.data.ops.optional_ops', 'tensorflow.python.data.util', 'tensorflow.python.data.util.nest', 'tensorflow.python.data.util.sparse', 'tensorflow.python.ops.gen_dataset_ops', 'tensorflow.python.training.saver', 'tensorflow.python.framework.meta_graph', 'tensorflow.python.platform.gfile', 'tensorflow.python.data.util.random_seed', 'tensorflow.python.framework.smart_cond', 'tensorflow.python.data.ops.readers', 'tensorflow.python.data.util.convert', 'tensorflow.python.ops.losses', 'tensorflow.python.ops.losses.losses_impl', 'tensorflow.python.ops.nn', 'tensorflow.python.ops.ctc_ops', 'tensorflow.python.ops.gen_ctc_ops', 'tensorflow.python.ops.nn_grad', 'tensorflow.python.ops.nn_ops', 'tensorflow.python.ops.embedding_ops', 'tensorflow.python.ops.nn_impl', 'tensorflow.python.ops.candidate_sampling_ops', 'tensorflow.python.ops.gen_candidate_sampling_ops', 'tensorflow.python.ops.weights_broadcast_ops', 'tensorflow.python.ops.sets', 'tensorflow.python.ops.sets_impl', 'tensorflow.python.ops.gen_set_ops', 'tensorflow.python.ops.losses.util', 'tensorflow.python.training.device_util', 'tensorflow.python.training.slot_creator', 'tensorflow.python.training.checkpointable.data_structures', 'tensorflow.python.training.checkpointable.layer_utils', 'tensorflow.python.training.checkpointable.tracking', 'tensorflow.python.ops.initializers_ns', 'tensorflow.python.keras', 'tensorflow.python.keras.activations', 'tensorflow.python.keras.backend', 'tensorflow.python.ops.image_ops', 'tensorflow.python.ops.image_ops_impl', 'tensorflow.python.keras.utils', 'tensorflow.python.keras.utils.data_utils', 'tensorflow.python.keras.utils.generic_utils', 'tensorflow.python.keras.utils.io_utils', 'tensorflow.python.keras.utils.layer_utils', 'tensorflow.python.keras.utils.conv_utils', 'tensorflow.python.keras.utils.multi_gpu_utils', 'tensorflow.python.keras.engine', 'tensorflow.python.keras.engine.base_layer', 'tensorflow.python.keras.constraints', 'tensorflow.python.keras.initializers', 'tensorflow.python.keras.regularizers', 'tensorflow.python.keras.utils.tf_utils', 'tensorflow.tools', 'tensorflow.tools.docs', 'tensorflow.tools.docs.doc_controls', 'tensorflow.python.keras.engine.input_layer', 'tensorflow.python.keras.engine.training', 'tensorflow.python.keras.losses', 'tensorflow.python.keras.metrics', 'tensorflow.python.keras.optimizers', 'tensorflow.python.keras.engine.distributed_training_utils', 'tensorflow.python.keras.callbacks', 'tensorflow.python.keras.engine.training_utils', 'tensorflow.python.ops.summary_ops_v2', 'getpass', 'tensorflow.python.ops.gen_summary_ops', 'tensorflow.python.ops.summary_op_util', 'tensorflow.python.summary', 'tensorflow.python.summary.summary', 'google.protobuf.json_format', 'tensorflow.python.ops.summary_ops', 'tensorflow.python.summary.text_summary', 'tensorflow.python.summary.writer', 'tensorflow.python.summary.writer.writer', 'tensorflow.python.summary.plugin_asset', 'tensorflow.python.summary.writer.event_file_writer', 'tensorflow.python.summary.writer.event_file_writer_v2', 'tensorflow.python.summary.writer.writer_cache', 'requests', 'urllib3', 'urllib3.connectionpool', 'urllib3.exceptions', 'urllib3.packages', 'urllib3.packages.ssl_match_hostname', 'urllib3.packages.six', 'urllib3.packages.six.moves', 'urllib3.packages.six.moves.http_client', 'urllib3.connection', 'urllib3.util', 'urllib3.util.connection', 'urllib3.util.wait', 'urllib3.util.request', 'urllib3.util.response', 'urllib3.util.ssl_', 'hmac', 'urllib3.util.timeout', 'urllib3.util.retry', 'urllib3.util.url', 'urllib3._collections', 'urllib3.request', 'urllib3.filepost', 'urllib3.fields', 'mimetypes', 'urllib3.packages.six.moves.urllib', 'urllib3.packages.six.moves.urllib.parse', 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2018-11-08 19:17:07,214@chess_zero.agent.model_chess DEBUG # loading model from /home/pratyush/dev/chess-alpha-zero/data/model/model_best_config.json
2018-11-08 19:17:07.238725: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA
2018-11-08 19:17:07.341250: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:964] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2018-11-08 19:17:07.342432: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1411] Found device 0 with properties: 
name: GeForce GTX 1070 with Max-Q Design major: 6 minor: 1 memoryClockRate(GHz): 1.2655
pciBusID: 0000:01:00.0
totalMemory: 7.93GiB freeMemory: 7.48GiB
2018-11-08 19:17:07.342476: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1490] Adding visible gpu devices: 0
2018-11-08 19:17:08.541441: I tensorflow/core/common_runtime/gpu/gpu_device.cc:971] Device interconnect StreamExecutor with strength 1 edge matrix:
2018-11-08 19:17:08.541473: I tensorflow/core/common_runtime/gpu/gpu_device.cc:977]      0 
2018-11-08 19:17:08.541480: I tensorflow/core/common_runtime/gpu/gpu_device.cc:990] 0:   N 
2018-11-08 19:17:08.541663: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1103] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 7217 MB memory) -> physical GPU (device: 0, name: GeForce GTX 1070 with Max-Q Design, pci bus id: 0000:01:00.0, compute capability: 6.1)
Traceback (most recent call last):
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 1626, in _create_c_op
    c_op = c_api.TF_FinishOperation(op_desc)
tensorflow.python.framework.errors_impl.InvalidArgumentError: Shape must be rank 1 but is rank 0 for 'input_batchnorm/cond/Reshape_4' (op: 'Reshape') with input shapes: [1,256,1,1], [].

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "src/chess_zero/run.py", line 20, in <module>
    manager.start()
  File "src/chess_zero/manager.py", line 64, in start
    return self_play.start(config)
  File "src/chess_zero/worker/self_play.py", line 25, in start
    return SelfPlayWorker(config).start()
  File "src/chess_zero/worker/self_play.py", line 45, in __init__
    self.current_model = self.load_model()
  File "src/chess_zero/worker/self_play.py", line 85, in load_model
    if self.config.opts.new or not load_best_model_weight(model):
  File "src/chess_zero/lib/model_helper.py", line 15, in load_best_model_weight
    return model.load(model.config.resource.model_best_config_path, model.config.resource.model_best_weight_path)
  File "src/chess_zero/agent/model_chess.py", line 145, in load
    self.model = Model.from_config(json.load(f))
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/keras/engine/network.py", line 1032, in from_config
    process_node(layer, node_data)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/keras/engine/network.py", line 991, in process_node
    layer(unpack_singleton(input_tensors), **kwargs)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/keras/engine/base_layer.py", line 457, in __call__
    output = self.call(inputs, **kwargs)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/keras/layers/normalization.py", line 206, in call
    training=training)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py", line 3123, in in_train_phase
    x = switch(training, x, alt)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py", line 3058, in switch
    else_expression_fn)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/util/deprecation.py", line 488, in new_func
    return func(*args, **kwargs)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/ops/control_flow_ops.py", line 2087, in cond
    orig_res_f, res_f = context_f.BuildCondBranch(false_fn)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/ops/control_flow_ops.py", line 1920, in BuildCondBranch
    original_result = fn()
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/keras/layers/normalization.py", line 167, in normalize_inference
    epsilon=self.epsilon)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py", line 1908, in batch_normalization
    mean = tf.reshape(mean, (-1))
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/ops/gen_array_ops.py", line 6296, in reshape
    "Reshape", tensor=tensor, shape=shape, name=name)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/op_def_library.py", line 787, in _apply_op_helper
    op_def=op_def)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/util/deprecation.py", line 488, in new_func
    return func(*args, **kwargs)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 3272, in create_op
    op_def=op_def)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 1790, in __init__
    control_input_ops)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 1629, in _create_c_op
    raise ValueError(str(e))
ValueError: Shape must be rank 1 but is rank 0 for 'input_batchnorm/cond/Reshape_4' (op: 'Reshape') with input shapes: [1,256,1,1], [].
@brianprichardson
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Try run.py self again, but this time do not have any best model files.
This will make it create a new model and start self play training from there.

@reikdas
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reikdas commented Nov 9, 2018

I deleted everything in data/model but I get the same error.

@brianprichardson
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If there is no model_best_config.json file, the error should not be the same. It should say something like no best model found, creating...

Also, there is a lot of output about numerous loaded modules. This makes it hard to see anything.

@reikdas
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reikdas commented Nov 9, 2018

Attached error logs with nothing in data/model.

pratyush@pratyush-GS65-Stealth-Thin-8RF:~/dev/chess-alpha-zero/data/model$ ls
pratyush@pratyush-GS65-Stealth-Thin-8RF:~/dev/chess-alpha-zero/data/model$ cd ../..
pratyush@pratyush-GS65-Stealth-Thin-8RF:~/dev/chess-alpha-zero$ python src/chess_zero/run.py self
2018-11-09 18:12:49,168@chess_zero.manager INFO # config type: mini
Using TensorFlow backend.
2018-11-09 18:12:50,996@matplotlib DEBUG # $HOME=/home/pratyush
2018-11-09 18:12:50,997@matplotlib DEBUG # CONFIGDIR=/home/pratyush/.config/matplotlib
2018-11-09 18:12:50,997@matplotlib DEBUG # matplotlib data path: /home/pratyush/anaconda3/lib/python3.6/site-packages/matplotlib/mpl-data
2018-11-09 18:12:51,000@matplotlib DEBUG # loaded rc file /home/pratyush/anaconda3/lib/python3.6/site-packages/matplotlib/mpl-data/matplotlibrc
2018-11-09 18:12:51,001@matplotlib DEBUG # matplotlib version 3.0.1
2018-11-09 18:12:51,001@matplotlib DEBUG # interactive is False
2018-11-09 18:12:51,002@matplotlib DEBUG # platform is linux
2018-11-09 18:12:51,002@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', 'site', 'os', 'errno', 'stat', '_stat', 'posixpath', 'genericpath', 'os.path', '_collections_abc', '_sitebuiltins', 'sysconfig', '_sysconfigdata_m_linux_x86_64-linux-gnu', '_bootlocale', '_locale', 'types', 'functools', '_functools', 'collections', 'operator', '_operator', 'keyword', 'heapq', '_heapq', 'itertools', 'reprlib', '_collections', 'weakref', 'collections.abc', 'importlib', 'importlib._bootstrap', 'importlib._bootstrap_external', 'warnings', 'importlib.util', 'importlib.abc', 'importlib.machinery', 'contextlib', 'mpl_toolkits', 'google', 'sphinxcontrib', 'encodings.cp437', 'multiprocessing', 'multiprocessing.context', 'threading', 'time', 'traceback', 'linecache', 'tokenize', 're', 'enum', 'sre_compile', '_sre', 'sre_parse', 'sre_constants', 'copyreg', '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._import_tools', 'numpy.add_newdocs', 'numpy.lib', 'numpy.lib.info', 'numpy.lib.type_check', 'numpy.core', 'numpy.core.info', 'datetime', '_datetime', 'numpy.core.multiarray', 'numpy.core.umath', 'numpy.core._internal', 'numpy.compat', 'numpy.compat._inspect', 'numpy.compat.py3k', 'pathlib', 'fnmatch', 'ntpath', 'urllib', 'urllib.parse', 'ctypes', '_ctypes', 'ctypes._endian', 'numpy.core.numerictypes', 'numbers', 'numpy.core.numeric', '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.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', 'shutil', 'zlib', 'bz2', '_compression', '_bz2', 'lzma', '_lzma', 'pwd', 'grp', 'tempfile', 'random', 'hashlib', '_hashlib', '_blake2', '_sha3', 'bisect', '_bisect', '_random', 'numpy.lib.utils', 'numpy.testing._private.decorators', 'numpy.testing._private.nosetester', 'numpy.testing._private.pytesttester', 'numpy.lib.ufunclike', 'numpy.lib.index_tricks', 'numpy.lib.function_base', 'numpy.lib.twodim_base', 'numpy.lib.histograms', 'numpy.matrixlib', 'numpy.matrixlib.defmatrix', 'ast', '_ast', 'numpy.linalg', 'numpy.linalg.info', 'numpy.linalg.linalg', 'numpy.linalg.lapack_lite', 'numpy.linalg._umath_linalg', 'numpy.lib.stride_tricks', 'numpy.lib.mixins', 'numpy.lib.nanfunctions', 'numpy.lib.shape_base', 'numpy.lib.scimath', 'numpy.lib.polynomial', 'numpy.lib.arraysetops', 'numpy.lib.npyio', 'numpy.lib.format', 'numpy.lib._datasource', 'numpy.lib._iotools', 'numpy.lib.financial', 'decimal', '_decimal', 'numpy.lib.arrayterator', 'numpy.lib.arraypad', 'numpy.lib._version', 'numpy.core._multiarray_tests', 'numpy._distributor_init', 'numpy._mklinit', 'numpy.fft', 'numpy.fft.info', 'numpy.fft.fftpack', 'numpy.fft.fftpack_lite', 'numpy.fft.helper', 'mkl_fft', '_cython_0_28_5', 'cython_runtime', 'mkl_fft._pydfti', 'mkl_fft._version', 'mkl_fft._numpy_fft', '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.info', 'numpy.random.mtrand', 'mtrand', 'numpy.ctypeslib', 'numpy.ma', 'numpy.ma.core', 'numpy.ma.extras', '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', 'subprocess', '_posixsubprocess', 'concurrent.futures.thread', 'chess_zero.agent', 'chess_zero.agent.model_chess', 'ftplib', 'ssl', 'ipaddress', '_ssl', 'base64', 'binascii', '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', 'h5py._objects', 'h5py.defs', 'h5py.h5t', 'h5py.utils', 'h5py.h5', 'h5py.h5py_warnings', 'platform', '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.common', 'keras.backend.tensorflow_backend', 'tensorflow', 'tensorflow.python', 'tensorflow.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.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', 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'tensorflow.core.framework.node_def_pb2', 'tensorflow.core.framework.attr_value_pb2', 'tensorflow.core.framework.tensor_pb2', 'tensorflow.core.framework.resource_handle_pb2', 'google.protobuf.internal.well_known_types', 'tensorflow.core.framework.tensor_shape_pb2', '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.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.debug_pb2', 'tensorflow.core.protobuf.cluster_pb2', 'tensorflow.core.protobuf.rewriter_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.python.util', 'tensorflow.python.util.tf_export', 'tensorflow.python.util.tf_decorator', 'tensorflow.python.framework.ops', 'tensorflow.python.eager', 'tensorflow.python.eager.context', 'tensorflow.python.framework.c_api_util', 'tensorflow.core.framework.api_def_pb2', 'tensorflow.python.util.compat', 'tensorflow.python.util.tf_contextlib', 'tensorflow.python.util.is_in_graph_mode', '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.util.tf_inspect', 'tensorflow.python.eager.tape', 'tensorflow.python.framework.cpp_shape_inference_pb2', 'tensorflow.python.framework.dtypes', 'tensorflow.python.framework.error_interpolation', 'tensorflow.python.util.tf_stack', 'tensorflow.python.framework.op_def_registry', 'tensorflow.python.framework.registry', 'tensorflow.python.platform.tf_logging', 'tensorflow.python.framework.tensor_shape', 'tensorflow.python.framework.traceable_stack', 'tensorflow.python.framework.versions', 'tensorflow.python.ops', 'tensorflow.python.ops.control_flow_util', 'tensorflow.python.platform.app', 'tensorflow.python.platform.flags', 'absl', 'absl.flags', 'getopt', 'absl.flags._argument_parser', 'csv', '_csv', 'absl.flags._helpers', 'fcntl', 'termios', 'absl.flags._defines', 'absl.flags._exceptions', 'absl.flags._flag', 'absl.flags._flagvalues', 'xml.dom', 'xml.dom.domreg', 'xml.dom.minidom', 'xml.dom.minicompat', 'xml.dom.xmlbuilder', 'xml.dom.NodeFilter', 'absl.flags._validators', 'tensorflow.python.util.decorator_utils', 'tensorflow.python.util.function_utils', 'tensorflow.python.util.lock_util', 'tensorflow.python.util.deprecation', 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'scipy.ndimage.io', 'tensorflow.python.keras.preprocessing.sequence', 'keras_preprocessing.sequence', 'tensorflow.python.keras.preprocessing.text', 'keras_preprocessing.text', 'tensorflow.python.keras.datasets.mnist', 'tensorflow.python.keras.datasets.reuters', 'tensorflow.python.keras.estimator', 'tensorflow.python.estimator', 'tensorflow.python.estimator.estimator_lib', 'tensorflow.python.estimator.canned', 'tensorflow.python.estimator.canned.baseline', 'tensorflow.python.estimator.estimator', 'tensorflow.python.estimator.model_fn', 'tensorflow.python.estimator.export', 'tensorflow.python.estimator.export.export_output', 'tensorflow.python.saved_model', 'tensorflow.python.saved_model.signature_def_utils', 'tensorflow.python.saved_model.signature_def_utils_impl', 'tensorflow.python.saved_model.signature_constants', 'tensorflow.python.saved_model.utils', 'tensorflow.python.saved_model.utils_impl', 'tensorflow.python.saved_model.constants', 'tensorflow.python.saved_model.tag_constants', 'tensorflow.python.training.monitored_session', 'tensorflow.python.distribute', 'tensorflow.python.distribute.distribute_coordinator_context', 'tensorflow.python.ops.resources', 'tensorflow.python.training.basic_session_run_hooks', 'tensorflow.python.client.timeline', 'tensorflow.python.training.session_run_hook', 'tensorflow.python.training.summary_io', 'tensorflow.python.summary.summary_iterator', 'tensorflow.python.training.coordinator', 'tensorflow.python.training.queue_runner', 'tensorflow.python.training.queue_runner_impl', 'tensorflow.core.protobuf.queue_runner_pb2', 'tensorflow.python.training.session_manager', 'tensorflow.python.estimator.run_config', 'tensorflow.python.distribute.estimator_training', 'tensorflow.python.distribute.distribute_coordinator', 'tensorflow.python.distribute.multi_worker_util', 'tensorflow.python.training.server_lib', 'tensorflow.python.util.compat_internal', 'tensorflow.python.estimator.util', 'tensorflow.python.training.training', 'tensorflow.python.ops.sdca_ops', 'tensorflow.python.ops.gen_sdca_ops', 'tensorflow.python.training.adadelta', 'tensorflow.python.training.training_ops', 'tensorflow.python.training.gen_training_ops', '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.moving_averages', 'tensorflow.python.training.rmsprop', 'tensorflow.python.training.gradient_descent', 'tensorflow.python.training.proximal_gradient_descent', 'tensorflow.python.training.sync_replicas_optimizer', 'tensorflow.python.training.input', 'tensorflow.python.layers', 'tensorflow.python.layers.utils', 'tensorflow.python.training.basic_loops', 'tensorflow.python.training.checkpoint_utils', 'tensorflow.python.training.device_setter', 'tensorflow.python.training.supervisor', 'tensorflow.python.training.warm_starting_util', 'tensorflow.python.training.checkpoint_ops', 'tensorflow.python.ops.gen_checkpoint_ops', 'tensorflow.core.example', 'tensorflow.core.example.example_pb2', 'tensorflow.core.example.feature_pb2', 'tensorflow.python.training.learning_rate_decay', 'tensorflow.python.estimator.export.export', 'tensorflow.python.ops.metrics', 'tensorflow.python.ops.metrics_impl', 'tensorflow.python.saved_model.builder', 'tensorflow.python.saved_model.builder_impl', 'tensorflow.core.protobuf.saved_model_pb2', 'tensorflow.python.training.evaluation', 'tensorflow.python.estimator.canned.head', 'tensorflow.python.estimator.canned.metric_keys', 'tensorflow.python.estimator.canned.prediction_keys', 'tensorflow.python.feature_column', 'tensorflow.python.feature_column.feature_column', 'tensorflow.python.layers.base', 'tensorflow.python.ops.losses.losses', 'tensorflow.python.estimator.canned.optimizers', 'tensorflow.python.estimator.canned.boosted_trees', 'tensorflow.python.ops.boosted_trees_ops', 'tensorflow.python.ops.gen_boosted_trees_ops', 'tensorflow.python.estimator.canned.dnn', 'tensorflow.python.layers.core', 'tensorflow.python.layers.normalization', 'tensorflow.python.estimator.canned.dnn_linear_combined', 'tensorflow.python.estimator.canned.linear', 'tensorflow.python.estimator.canned.parsing_utils', 'tensorflow.python.estimator.export.export_lib', 'tensorflow.python.estimator.exporter', 'tensorflow.python.estimator.gc', 'tensorflow.python.estimator.inputs', 'tensorflow.python.estimator.inputs.inputs', 'tensorflow.python.estimator.inputs.numpy_io', 'tensorflow.python.estimator.inputs.queues', 'tensorflow.python.estimator.inputs.queues.feeding_functions', 'tensorflow.python.estimator.inputs.queues.feeding_queue_runner', 'pandas', 'pytz', 'pytz.exceptions', 'pytz.lazy', 'pytz.tzinfo', 'pytz.tzfile', 'dateutil', 'dateutil._version', 'pandas.compat', 'distutils', 'distutils.version', 'pandas.compat.chainmap', 'dateutil.parser', 'dateutil.parser._parser', 'dateutil.relativedelta', 'dateutil._common', 'dateutil.tz', 'dateutil.tz.tz', 'dateutil.tz._common', 'dateutil.tz._factories', 'dateutil.parser.isoparser', 'typing', 'typing.io', 'typing.re', 'pandas.compat.numpy', 'pandas._libs', 'pandas._libs.tslib', 'pandas._libs.tslibs', 'pandas._libs.tslibs.conversion', 'pandas._libs.tslibs.np_datetime', '_cython_0_28_4', 'pandas._libs.tslibs.nattype', 'pandas._libs.tslibs.timedeltas', 'pandas._libs.tslibs.timezones', 'pandas._libs.tslibs.parsing', 'pandas._libs.tslibs.ccalendar', 'pandas._libs.tslibs.strptime', 'pandas._libs.tslibs.timestamps', 'pandas._libs.tslibs.fields', 'pandas._libs.hashtable', 'pandas._libs.missing', 'pandas._libs.lib', 'pandas.core', 'pandas.core.config_init', 'pandas.core.config', 'pandas.io', 'pandas.io.formats', 'pandas.io.formats.printing', 'pandas.core.dtypes', 'pandas.core.dtypes.inference', 'pandas.io.formats.console', 'pandas.io.formats.terminal', 'pandas.core.api', 'pandas.core.algorithms', 'pandas.core.dtypes.cast', 'pandas.core.dtypes.common', 'pandas._libs.algos', 'pandas.core.dtypes.dtypes', 'pandas.core.dtypes.generic', 'pandas.core.dtypes.base', 'pandas.errors', 'pandas.core.dtypes.missing', 'pandas.core.common', 'pandas.util', 'pandas.util._decorators', 'pandas._libs.properties', 'pandas.core.util', 'pandas.core.util.hashing', 'pandas._libs.hashing', 'pandas.core.arrays', 'pandas.core.arrays.base', 'pandas.compat.numpy.function', 'pandas.util._validators', 'pandas.core.arrays.categorical', 'pandas.core.accessor', 'pandas.core.base', 'pandas.core.nanops', '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', 'timeit', 'bottleneck.benchmark.bench_detailed', 'bottleneck.tests', 'bottleneck.tests.util', 'pandas.core.missing', 'pandas.core.groupby', 'pandas.core.groupby.groupby', 'pandas.core.index', 'pandas.core.indexes', 'pandas.core.indexes.api', 'pandas.core.indexes.base', 'pandas._libs.index', 'pandas._libs.tslibs.period', 'pandas._libs.tslibs.frequencies', 'pandas._libs.tslibs.resolution', 'pandas.tseries', 'pandas.tseries.offsets', 'pandas.core.tools', 'pandas.core.tools.datetimes', 'dateutil.easter', 'pandas._libs.tslibs.offsets', 'pandas.tseries.frequencies', 'pandas._libs.join', 'pandas.core.ops', 'pandas._libs.ops', 'pandas.core.indexes.frozen', 'pandas.core.dtypes.concat', 'pandas.core.sorting', 'pandas.core.strings', 'pandas.core.indexes.category', 'pandas.core.indexes.multi', 'pandas.core.indexes.interval', 'pandas._libs.interval', 'pandas.core.indexes.datetimes', 'pandas.core.indexes.numeric', 'pandas.core.indexes.datetimelike', 'pandas.core.tools.timedeltas', 'pandas.core.indexes.timedeltas', 'pandas.core.indexes.range', 'pandas.core.indexes.period', 'pandas.core.frame', 'pandas.core.generic', 'pandas.core.indexing', 'pandas._libs.indexing', 'pandas.core.internals', 'pandas._libs.internals', 'pandas.core.sparse', 'pandas.core.sparse.array', 'pandas._libs.sparse', 'pandas.io.formats.format', 'pandas.io.common', 'mmap', 'pandas.core.series', 'pandas.core.indexes.accessors', 'pandas.plotting', 'pandas.plotting._misc', 'pandas.plotting._style', 'pandas.plotting._compat', 'pandas.plotting._tools', 'pandas.plotting._core', 'pandas.plotting._converter', 'matplotlib', 'matplotlib.cbook', 'glob', 'matplotlib.cbook.deprecation', 'matplotlib.rcsetup', 'matplotlib.fontconfig_pattern', 'pyparsing', 'matplotlib.colors', 'matplotlib._color_data', 'cycler', 'matplotlib._version']
2018-11-09 18:12:51,291@chess_zero.agent.model_chess DEBUG # model files does not exist at /home/pratyush/dev/chess-alpha-zero/data/model/model_best_config.json and /home/pratyush/dev/chess-alpha-zero/data/model/model_best_weight.h5
2018-11-09 18:12:51.311401: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA
2018-11-09 18:12:51.417690: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:964] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2018-11-09 18:12:51.418251: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1411] Found device 0 with properties: 
name: GeForce GTX 1070 with Max-Q Design major: 6 minor: 1 memoryClockRate(GHz): 1.2655
pciBusID: 0000:01:00.0
totalMemory: 7.93GiB freeMemory: 7.40GiB
2018-11-09 18:12:51.418265: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1490] Adding visible gpu devices: 0
2018-11-09 18:12:52.573736: I tensorflow/core/common_runtime/gpu/gpu_device.cc:971] Device interconnect StreamExecutor with strength 1 edge matrix:
2018-11-09 18:12:52.573766: I tensorflow/core/common_runtime/gpu/gpu_device.cc:977]      0 
2018-11-09 18:12:52.573773: I tensorflow/core/common_runtime/gpu/gpu_device.cc:990] 0:   N 
2018-11-09 18:12:52.573933: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1103] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 7136 MB memory) -> physical GPU (device: 0, name: GeForce GTX 1070 with Max-Q Design, pci bus id: 0000:01:00.0, compute capability: 6.1)
Traceback (most recent call last):
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 1626, in _create_c_op
    c_op = c_api.TF_FinishOperation(op_desc)
tensorflow.python.framework.errors_impl.InvalidArgumentError: Shape must be rank 1 but is rank 0 for 'input_batchnorm/cond/Reshape_4' (op: 'Reshape') with input shapes: [1,256,1,1], [].

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "src/chess_zero/run.py", line 20, in <module>
    manager.start()
  File "src/chess_zero/manager.py", line 64, in start
    return self_play.start(config)
  File "src/chess_zero/worker/self_play.py", line 25, in start
    return SelfPlayWorker(config).start()
  File "src/chess_zero/worker/self_play.py", line 45, in __init__
    self.current_model = self.load_model()
  File "src/chess_zero/worker/self_play.py", line 86, in load_model
    model.build()
  File "src/chess_zero/agent/model_chess.py", line 68, in build
    x = BatchNormalization(axis=1, name="input_batchnorm")(x)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/keras/engine/base_layer.py", line 457, in __call__
    output = self.call(inputs, **kwargs)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/keras/layers/normalization.py", line 206, in call
    training=training)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py", line 3123, in in_train_phase
    x = switch(training, x, alt)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py", line 3058, in switch
    else_expression_fn)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/util/deprecation.py", line 488, in new_func
    return func(*args, **kwargs)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/ops/control_flow_ops.py", line 2087, in cond
    orig_res_f, res_f = context_f.BuildCondBranch(false_fn)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/ops/control_flow_ops.py", line 1920, in BuildCondBranch
    original_result = fn()
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/keras/layers/normalization.py", line 167, in normalize_inference
    epsilon=self.epsilon)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py", line 1908, in batch_normalization
    mean = tf.reshape(mean, (-1))
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/ops/gen_array_ops.py", line 6296, in reshape
    "Reshape", tensor=tensor, shape=shape, name=name)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/op_def_library.py", line 787, in _apply_op_helper
    op_def=op_def)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/util/deprecation.py", line 488, in new_func
    return func(*args, **kwargs)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 3272, in create_op
    op_def=op_def)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 1790, in __init__
    control_input_ops)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 1629, in _create_c_op
    raise ValueError(str(e))
ValueError: Shape must be rank 1 but is rank 0 for 'input_batchnorm/cond/Reshape_4' (op: 'Reshape') with input shapes: [1,256,1,1], [].

@brianprichardson
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Collaborator

Something isn't right.
Suggest going back to an earlier commit.
At least this far:

ef47486

Please let me know how it goes.

Caution: Self play takes a very long time.

@reikdas
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reikdas commented Nov 11, 2018

Still does not work.

pratyush@pratyush-GS65-Stealth-Thin-8RF:~/dev/chess-alpha-zero$ git status
HEAD detached at ef47486

With data/model empty.

pratyush@pratyush-GS65-Stealth-Thin-8RF:~/dev/chess-alpha-zero$ python src/chess_zero/run.py self
2018-11-11 10:52:08,263@chess_zero.manager INFO # config type: mini
Using TensorFlow backend.
2018-11-11 10:52:10,175@matplotlib DEBUG # $HOME=/home/pratyush
2018-11-11 10:52:10,175@matplotlib DEBUG # CONFIGDIR=/home/pratyush/.config/matplotlib
2018-11-11 10:52:10,175@matplotlib DEBUG # matplotlib data path: /home/pratyush/anaconda3/lib/python3.6/site-packages/matplotlib/mpl-data
2018-11-11 10:52:10,178@matplotlib DEBUG # loaded rc file /home/pratyush/anaconda3/lib/python3.6/site-packages/matplotlib/mpl-data/matplotlibrc
2018-11-11 10:52:10,179@matplotlib DEBUG # matplotlib version 3.0.1
2018-11-11 10:52:10,179@matplotlib DEBUG # interactive is False
2018-11-11 10:52:10,180@matplotlib DEBUG # platform is linux
2018-11-11 10:52:10,180@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', 'site', 'os', 'errno', 'stat', '_stat', 'posixpath', 'genericpath', 'os.path', '_collections_abc', '_sitebuiltins', 'sysconfig', '_sysconfigdata_m_linux_x86_64-linux-gnu', '_bootlocale', '_locale', 'types', 'functools', '_functools', 'collections', 'operator', '_operator', 'keyword', 'heapq', '_heapq', 'itertools', 'reprlib', '_collections', 'weakref', 'collections.abc', 'importlib', 'importlib._bootstrap', 'importlib._bootstrap_external', 'warnings', 'importlib.util', 'importlib.abc', 'importlib.machinery', 'contextlib', 'mpl_toolkits', 'google', 'sphinxcontrib', 'encodings.cp437', 'multiprocessing', 'multiprocessing.context', 'threading', 'time', 'traceback', 'linecache', 'tokenize', 're', 'enum', 'sre_compile', '_sre', 'sre_parse', 'sre_constants', 'copyreg', '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._import_tools', 'numpy.add_newdocs', 'numpy.lib', 'numpy.lib.info', 'numpy.lib.type_check', 'numpy.core', 'numpy.core.info', 'datetime', '_datetime', 'numpy.core.multiarray', 'numpy.core.umath', 'numpy.core._internal', 'numpy.compat', 'numpy.compat._inspect', 'numpy.compat.py3k', 'pathlib', 'fnmatch', 'ntpath', 'urllib', 'urllib.parse', 'ctypes', '_ctypes', 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'scipy.ndimage.io', 'tensorflow.python.keras.preprocessing.sequence', 'keras_preprocessing.sequence', 'tensorflow.python.keras.preprocessing.text', 'keras_preprocessing.text', 'tensorflow.python.keras.datasets.mnist', 'tensorflow.python.keras.datasets.reuters', 'tensorflow.python.keras.estimator', 'tensorflow.python.estimator', 'tensorflow.python.estimator.estimator_lib', 'tensorflow.python.estimator.canned', 'tensorflow.python.estimator.canned.baseline', 'tensorflow.python.estimator.estimator', 'tensorflow.python.estimator.model_fn', 'tensorflow.python.estimator.export', 'tensorflow.python.estimator.export.export_output', 'tensorflow.python.saved_model', 'tensorflow.python.saved_model.signature_def_utils', 'tensorflow.python.saved_model.signature_def_utils_impl', 'tensorflow.python.saved_model.signature_constants', 'tensorflow.python.saved_model.utils', 'tensorflow.python.saved_model.utils_impl', 'tensorflow.python.saved_model.constants', 'tensorflow.python.saved_model.tag_constants', 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'tensorflow.python.training.checkpoint_ops', 'tensorflow.python.ops.gen_checkpoint_ops', 'tensorflow.core.example', 'tensorflow.core.example.example_pb2', 'tensorflow.core.example.feature_pb2', 'tensorflow.python.training.learning_rate_decay', 'tensorflow.python.estimator.export.export', 'tensorflow.python.ops.metrics', 'tensorflow.python.ops.metrics_impl', 'tensorflow.python.saved_model.builder', 'tensorflow.python.saved_model.builder_impl', 'tensorflow.core.protobuf.saved_model_pb2', 'tensorflow.python.training.evaluation', 'tensorflow.python.estimator.canned.head', 'tensorflow.python.estimator.canned.metric_keys', 'tensorflow.python.estimator.canned.prediction_keys', 'tensorflow.python.feature_column', 'tensorflow.python.feature_column.feature_column', 'tensorflow.python.layers.base', 'tensorflow.python.ops.losses.losses', 'tensorflow.python.estimator.canned.optimizers', 'tensorflow.python.estimator.canned.boosted_trees', 'tensorflow.python.ops.boosted_trees_ops', 'tensorflow.python.ops.gen_boosted_trees_ops', 'tensorflow.python.estimator.canned.dnn', 'tensorflow.python.layers.core', 'tensorflow.python.layers.normalization', 'tensorflow.python.estimator.canned.dnn_linear_combined', 'tensorflow.python.estimator.canned.linear', 'tensorflow.python.estimator.canned.parsing_utils', 'tensorflow.python.estimator.export.export_lib', 'tensorflow.python.estimator.exporter', 'tensorflow.python.estimator.gc', 'tensorflow.python.estimator.inputs', 'tensorflow.python.estimator.inputs.inputs', 'tensorflow.python.estimator.inputs.numpy_io', 'tensorflow.python.estimator.inputs.queues', 'tensorflow.python.estimator.inputs.queues.feeding_functions', 'tensorflow.python.estimator.inputs.queues.feeding_queue_runner', 'pandas', 'pytz', 'pytz.exceptions', 'pytz.lazy', 'pytz.tzinfo', 'pytz.tzfile', 'dateutil', 'dateutil._version', 'pandas.compat', 'distutils', 'distutils.version', 'pandas.compat.chainmap', 'dateutil.parser', 'dateutil.parser._parser', 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'bottleneck.tests.util', 'pandas.core.missing', 'pandas.core.groupby', 'pandas.core.groupby.groupby', 'pandas.core.index', 'pandas.core.indexes', 'pandas.core.indexes.api', 'pandas.core.indexes.base', 'pandas._libs.index', 'pandas._libs.tslibs.period', 'pandas._libs.tslibs.frequencies', 'pandas._libs.tslibs.resolution', 'pandas.tseries', 'pandas.tseries.offsets', 'pandas.core.tools', 'pandas.core.tools.datetimes', 'dateutil.easter', 'pandas._libs.tslibs.offsets', 'pandas.tseries.frequencies', 'pandas._libs.join', 'pandas.core.ops', 'pandas._libs.ops', 'pandas.core.indexes.frozen', 'pandas.core.dtypes.concat', 'pandas.core.sorting', 'pandas.core.strings', 'pandas.core.indexes.category', 'pandas.core.indexes.multi', 'pandas.core.indexes.interval', 'pandas._libs.interval', 'pandas.core.indexes.datetimes', 'pandas.core.indexes.numeric', 'pandas.core.indexes.datetimelike', 'pandas.core.tools.timedeltas', 'pandas.core.indexes.timedeltas', 'pandas.core.indexes.range', 'pandas.core.indexes.period', 'pandas.core.frame', 'pandas.core.generic', 'pandas.core.indexing', 'pandas._libs.indexing', 'pandas.core.internals', 'pandas._libs.internals', 'pandas.core.sparse', 'pandas.core.sparse.array', 'pandas._libs.sparse', 'pandas.io.formats.format', 'pandas.io.common', 'mmap', 'pandas.core.series', 'pandas.core.indexes.accessors', 'pandas.plotting', 'pandas.plotting._misc', 'pandas.plotting._style', 'pandas.plotting._compat', 'pandas.plotting._tools', 'pandas.plotting._core', 'pandas.plotting._converter', 'matplotlib', 'matplotlib.cbook', 'glob', 'matplotlib.cbook.deprecation', 'matplotlib.rcsetup', 'matplotlib.fontconfig_pattern', 'pyparsing', 'matplotlib.colors', 'matplotlib._color_data', 'cycler', 'matplotlib._version']
2018-11-11 10:52:10,469@chess_zero.agent.model_chess DEBUG # model files does not exist at /home/pratyush/dev/chess-alpha-zero/data/model/model_best_config.json and /home/pratyush/dev/chess-alpha-zero/data/model/model_best_weight.h5
2018-11-11 10:52:10.489776: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA
2018-11-11 10:52:10.637396: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:964] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2018-11-11 10:52:10.638052: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1411] Found device 0 with properties: 
name: GeForce GTX 1070 with Max-Q Design major: 6 minor: 1 memoryClockRate(GHz): 1.2655
pciBusID: 0000:01:00.0
totalMemory: 7.93GiB freeMemory: 7.42GiB
2018-11-11 10:52:10.638068: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1490] Adding visible gpu devices: 0
2018-11-11 10:52:11.804813: I tensorflow/core/common_runtime/gpu/gpu_device.cc:971] Device interconnect StreamExecutor with strength 1 edge matrix:
2018-11-11 10:52:11.804894: I tensorflow/core/common_runtime/gpu/gpu_device.cc:977]      0 
2018-11-11 10:52:11.804918: I tensorflow/core/common_runtime/gpu/gpu_device.cc:990] 0:   N 
2018-11-11 10:52:11.805455: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1103] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 7153 MB memory) -> physical GPU (device: 0, name: GeForce GTX 1070 with Max-Q Design, pci bus id: 0000:01:00.0, compute capability: 6.1)
Traceback (most recent call last):
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 1626, in _create_c_op
    c_op = c_api.TF_FinishOperation(op_desc)
tensorflow.python.framework.errors_impl.InvalidArgumentError: Shape must be rank 1 but is rank 0 for 'input_batchnorm/cond/Reshape_4' (op: 'Reshape') with input shapes: [1,256,1,1], [].

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "src/chess_zero/run.py", line 20, in <module>
    manager.start()
  File "src/chess_zero/manager.py", line 64, in start
    return self_play.start(config)
  File "src/chess_zero/worker/self_play.py", line 25, in start
    return SelfPlayWorker(config).start()
  File "src/chess_zero/worker/self_play.py", line 45, in __init__
    self.current_model = self.load_model()
  File "src/chess_zero/worker/self_play.py", line 86, in load_model
    model.build()
  File "src/chess_zero/agent/model_chess.py", line 68, in build
    x = BatchNormalization(axis=1, name="input_batchnorm")(x)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/keras/engine/base_layer.py", line 457, in __call__
    output = self.call(inputs, **kwargs)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/keras/layers/normalization.py", line 206, in call
    training=training)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py", line 3123, in in_train_phase
    x = switch(training, x, alt)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py", line 3058, in switch
    else_expression_fn)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/util/deprecation.py", line 488, in new_func
    return func(*args, **kwargs)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/ops/control_flow_ops.py", line 2087, in cond
    orig_res_f, res_f = context_f.BuildCondBranch(false_fn)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/ops/control_flow_ops.py", line 1920, in BuildCondBranch
    original_result = fn()
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/keras/layers/normalization.py", line 167, in normalize_inference
    epsilon=self.epsilon)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py", line 1908, in batch_normalization
    mean = tf.reshape(mean, (-1))
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/ops/gen_array_ops.py", line 6296, in reshape
    "Reshape", tensor=tensor, shape=shape, name=name)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/op_def_library.py", line 787, in _apply_op_helper
    op_def=op_def)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/util/deprecation.py", line 488, in new_func
    return func(*args, **kwargs)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 3272, in create_op
    op_def=op_def)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 1790, in __init__
    control_input_ops)
  File "/home/pratyush/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 1629, in _create_c_op
    raise ValueError(str(e))
ValueError: Shape must be rank 1 but is rank 0 for 'input_batchnorm/cond/Reshape_4' (op: 'Reshape') with input shapes: [1,256,1,1], [].

@reikdas reikdas mentioned this issue Nov 11, 2018
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@brianprichardson
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I haven't run this is many months.
I should be able to look at it tomorrow when I'm not working.
In the mean time, see if you can just run it with an existing set of weights in uci mode.

@reikdas
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reikdas commented Nov 12, 2018

In the mean time, see if you can just run it with an existing set of weights in uci mode.

Did not work as reported in #73 .

@brianprichardson
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OK, something is hinky.
I did a fresh clone and it did not work for me.

So, next I renamed the data directory and ran with "self".
After the data files were created, I control C'd it.

Then, I tried "uci" mode, and it worked fine with the new un-trained weights.

Then, I tried "self" mode and it started playing some games.

Did not go further than that.

@reikdas
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reikdas commented Nov 15, 2018

Could you refer me to a commit where everything worked? Maybe roll back the master branch to that and move the current master to a different branch.

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Good idea. I'm still a github noob, but I'll try to figure it out. BTW I haven't looked at this repo in many months. Most have moved on to https://github.com/LeelaChessZero/

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reikdas commented Nov 15, 2018 •
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Good idea. I'm still a github noob, but I'll try to figure it out.

It would be awesome if you could do that!

BTW I haven't looked at this repo in many months. Most have moved on to https://github.com/LeelaChessZero/

Ah, my interest in this is because it is written in python :)

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brianprichardson commented Nov 15, 2018 •
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There already is a forked repo that works for me. See:
https://github.com/andynik/deep-move

PS Be careful with the Keras and tensorflow-gpu versions. I have to use either 1.4 or 1.5 on my older cpu which only has popcnt. Also nets built with one version are not always compatible with another. I typically train with Ubuntu and run test matches with Win7

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For a python Leela option see:
https://github.com/dkappe/leela_lite

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reikdas commented Nov 15, 2018

There already is a forked repo that works for me. See:
https://github.com/andynik/deep-move

PS Be careful with the Keras and tensorflow-gpu versions. I have to use either 1.4 or 1.5 on my older cpu which only has popcnt. Also nets built with one version are not always compatible with another. I typically train with Ubuntu and run test matches with Win7

I am getting the same error on that as well. Did you try that recently?

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Just tried it this morning and it worked fine. Did uci, self, and opt commands and all worked for me on Win7 with Keras 2.1.4 and TF gpu 1.4

@Wenjiaw
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Wenjiaw commented Nov 22, 2018

I met the same problems

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Wenjiaw commented Nov 22, 2018

usr python3.6.5 and tensorflow-gup1.8.0

@brianprichardson brianprichardson mentioned this issue Nov 22, 2018
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