When running tune.run() on a set of configs to search, is it possible to add more metrics columns (i.e. a, b, etc) to the status table being printed out?
tune.track.log(a=metric1, b=metric2)
will give the following table without columns for the metrics a and b:
== Status ==
Memory usage on this node: 22.1/125.8 GiB
Using FIFO scheduling algorithm.
Resources requested: 1/32 CPUs, 1/4 GPUs, 0.0/65.59 GiB heap, 0.0/22.13 GiB objects
Result logdir: /home/nyxynyx/ray_results/fooba
Number of trials: 4 (3 PENDING, 1 RUNNING)
+--------------+----------+-------+------+-----+
| Trial name | status | loc | lr | x |
|--------------+----------+-------+------+-----|
| fooba_00000 | RUNNING | | 0.01 | 1 |
| fooba_00001 | PENDING | | 0.1 | 1 |
| fooba_00002 | PENDING | | 0.01 | 5 |
| fooba_00003 | PENDING | | 0.1 | 5 |
+--------------+----------+-------+------+-----+
How can we include a column for every metric that we pass to tune.track.log() other than mean_accuracy?
Using Python 3.7.3 and Ray 0.8.4
Yep! You should be able to do this with a reporter object: https://ray.readthedocs.io/en/latest/tune/api_docs/reporters.html