| from valids import parser, main as valids_main |
| import os.path as osp |
|
|
|
|
| args = parser.parse_args() |
| args.target = "valid_accuracy" |
| args.best_biggest = True |
| args.best = True |
| args.last = 0 |
| args.path_contains = None |
|
|
| res = valids_main(args, print_output=False) |
|
|
| grouped = {} |
| for k, v in res.items(): |
| k = osp.dirname(k) |
| run = osp.dirname(k) |
| task = osp.basename(k) |
| val = v["valid_accuracy"] |
|
|
| if run not in grouped: |
| grouped[run] = {} |
|
|
| grouped[run][task] = val |
|
|
| for run, tasks in grouped.items(): |
| print(run) |
| avg = sum(float(v) for v in tasks.values()) / len(tasks) |
| avg_norte = sum(float(v) for k,v in tasks.items() if k != 'rte') / (len(tasks) -1) |
| try: |
| print(f"{tasks['cola']}\t{tasks['qnli']}\t{tasks['mrpc']}\t{tasks['rte']}\t{tasks['sst_2']}\t{avg:.2f}\t{avg_norte:.2f}") |
| except: |
| print(tasks) |
| print() |
|
|
