Python report_histogram示例

示例#1

文件： manual_reporting.py 项目： ChenMalobani/trains

    pass

# get TRAINS logger object for any metrics / reports
logger = Task.current_task().get_logger()

# log text
logger.report_text("hello")

# report scalar values
logger.report_scalar("example_scalar", "series A", iteration=0, value=100)
logger.report_scalar("example_scalar", "series A", iteration=1, value=200)

# report histogram
histogram = np.random.randint(10, size=10)
logger.report_histogram("example_histogram",
                        "random histogram",
                        iteration=1,
                        values=histogram)

# report confusion matrix
confusion = np.random.randint(10, size=(10, 10))
logger.report_matrix("example_confusion",
                     "ignored",
                     iteration=1,
                     matrix=confusion)

# report 3d surface
logger.report_surface("example_surface",
                      "series1",
                      iteration=1,
                      matrix=confusion,
                      xtitle='title X',

示例#2

文件： manual_reporting.py 项目： sbhadade/trains

# get TRAINS logger object for any metrics / reports
logger = Task.current_task().get_logger()

# log text
logger.report_text("hello")

# report scalar values
logger.report_scalar("example_scalar", "series A", iteration=0, value=100)
logger.report_scalar("example_scalar", "series A", iteration=1, value=200)

# report histogram
histogram = np.random.randint(10, size=10)
logger.report_histogram("example_histogram",
                        "random histogram",
                        iteration=1,
                        values=histogram,
                        xaxis="title x",
                        yaxis="title y")

# report confusion matrix
confusion = np.random.randint(10, size=(10, 10))
logger.report_matrix("example_confusion",
                     "ignored",
                     iteration=1,
                     matrix=confusion,
                     xaxis="title X",
                     yaxis="title Y")

# report 3d surface
logger.report_surface("example_surface",
                      "series1",