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* Adding diagnostics code... * Move diagnostics code from local dir to the shared icefall dir * Remove the diagnostics code in the local dir * Update docs of arguments, and remove stats_types() function in TensorDiagnosticOptions object. * Update docs of arguments. * Add copyright information. * Corrected the time in copyright information. Co-authored-by: Daniel Povey <dpovey@gmail.com>