You can use the tool called amp-plotconvergence to help you examine the output of an Amp log file. Run amp-plotconvergence -h for help at the command line.
There are several other plotting tools within the
amp.analysis module, including
plot_parity_and_error() for making parity and error plots, and
plot_sensitivity() for examining the sensitivity of the model output to the model parameters.
These modules should produce plots like below; in the order parity, error, and sensitivity from left to right.
See the module autodocumentation for details.