threedb.result_logging.tb_logger¶
Subclass of threedb.result_logging.base_logger.BaseLogger.
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class
threedb.result_logging.tb_logger.TbLogger(tb_dir: str, result_buffer: threedb.utils.CyclicBuffer, _)¶ Bases:
threedb.result_logging.base_logger.BaseLoggerTensorBoard Logger.
Logs accuracy (as a scalar) and all generated images to TensorBoard.
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__init__(tb_dir: str, result_buffer: threedb.utils.CyclicBuffer, _) → None¶ Creates a logger instance
- Parameters
root_dir (str) – The directory in which to write the logging results (should be the same for all loggers, with each logger making a subfolder to log in)
result_buffer (CyclicBuffer) – The buffer where the main thread is writing the results
config (Optional[Dict[str, Dict[str, Any]]]) – The config file (parsed from YAML) of the 3DB experiment being run
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log(item)¶ Abstract method for logging an item from the buffer
- Parameters
item (Dict[str, Any]) – A dictionary containing the results of a single rendering (as returned by
threedb.client).
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end() → None¶ Performs cleanup operations for the logger. No-op by default, should be overriden with code for closing any open file handles, ports, etc.
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threedb.result_logging.tb_logger.Logger¶