Cannot reproduce the test accuracy.

[mzr1996]

I tried to run the test of HRFormer on ImageNet-1k, but the test result was strange. The top-1 accuracy is about 2.0%

Test command

bash run_eval.sh hrt/hrt_tiny ~/Downloads/hrt_tiny_imagenet_pretrained_top1_786.pth  ~/data/imagenet

Test output

[2022-09-06 15:00:15 hrt_tiny](main.py 157): INFO number of params: 8035820
All checkpoints founded in output/hrt_tiny/default: []
[2022-09-06 15:00:15 hrt_tiny](main.py 184): INFO no checkpoint found in output/hrt_tiny/default, ignoring auto resume
[2022-09-06 15:00:15 hrt_tiny](utils.py 21): INFO ==============> Resuming form /home/mzr/Downloads/hrt_tiny_imagenet_pretrained_top1_786.pth....................
[2022-09-06 15:00:15 hrt_tiny](utils.py 31): INFO <All keys matched successfully>
[2022-09-06 15:00:19 hrt_tiny](main.py 389): INFO Test: [0/391]	Time 4.122 (4.122)	Loss 8.9438 (8.9438)	Acc@1 2.344 (2.344)	Acc@5 4.688 (4.688)	Mem 2309MB
[2022-09-06 15:00:29 hrt_tiny](main.py 389): INFO Test: [10/391]	Time 1.028 (1.279)	Loss 9.0749 (9.3455)	Acc@1 5.469 (2.486)	Acc@5 12.500 (7.031)	Mem 2309MB
[2022-09-06 15:00:39 hrt_tiny](main.py 389): INFO Test: [20/391]	Time 1.027 (1.159)	Loss 9.9610 (9.3413)	Acc@1 0.781 (2.269)	Acc@5 4.688 (7.403)	Mem 2309MB
[2022-09-06 15:00:49 hrt_tiny](main.py 389): INFO Test: [30/391]	Time 0.952 (1.103)	Loss 9.1598 (9.3309)	Acc@1 1.562 (2.293)	Acc@5 7.812 (7.359)	Mem 2309MB
[2022-09-06 15:00:59 hrt_tiny](main.py 389): INFO Test: [40/391]	Time 0.951 (1.071)	Loss 9.3239 (9.3605)	Acc@1 0.781 (2.210)	Acc@5 4.688 (7.241)	Mem 2309MB
[2022-09-06 15:01:09 hrt_tiny](main.py 389): INFO Test: [50/391]	Time 0.952 (1.049)	Loss 9.7051 (9.3650)	Acc@1 0.781 (2.191)	Acc@5 3.125 (7.200)	Mem 2309MB
[2022-09-06 15:01:18 hrt_tiny](main.py 389): INFO Test: [60/391]	Time 0.951 (1.035)	Loss 9.5935 (9.3584)	Acc@1 1.562 (2.075)	Acc@5 7.812 (7.095)	Mem 2309MB
...

The environment is brand new according to the install instruction, and the checkpoint is from https://github.com/HRNet/HRFormer/releases/tag/v1.0.0 . The only change is I disabled the amp.