METER-VQAv2:
python cli/bench.py profile_flops --model meter > data/flops/meter-vqa.txt
merge_text=0.2 merge_r=0.2 prune_r=0.2 reduce_layers=0,2,4,6 python cli/bench.py profile_flops --model meter > data/flops/meter-vqa-0246-t0.2-r0.2-p0.2.txt
METER-VE:
python cli/bench.py profile_flops --model meter --task ve > data/flops/meter-ve.txt
merge_text=0.2 merge_r=0.5 prune_r=0.3 reduce_layers=0,2,4,6 python cli/bench.py profile_flops --model meter --task ve > data/flops/meter-ve-0246-t0.2-r0.5-p0.3.txt
METER-NLVR2:
python cli/bench.py profile_flops --model meter --task nlvr2 > data/flops/meter-nlvr2.txt
merge_text=0.2 merge_r=0.5 prune_r=0.3 reduce_layers=2,4,6 python cli/bench.py profile_flops --model meter --task nlvr2 > data/flops/meter-nlvr2-246-t0.2-r0.5-p0.3.txt
ViLT-VQAv2:
python cli/bench.py profile_flops --model vilt --task vqa2 > data/flops/vilt-vqa.txt
merge_text=0.2 merge_r=0.3 prune_r=0.1 reduce_layers=2,5,8 python cli/bench.py profile_flops > data/flops/vilt-vqa-258-t0.2-r0.3-p0.1.txt
ViLT-VE:
python cli/bench.py profile_flops --model vilt --task ve > data/flops/vilt-ve.txt
merge_text=0.2 merge_r=0.3 prune_r=0.1 reduce_layers=2,4,6,8 python cli/bench.py profile_flops --model vilt --task ve > data/flops/vilt-ve-2468-t0.2-r0.3-p0.1.txt
ViLT-NLVR2:
python cli/bench.py profile_flops --model vilt --task nlvr2 > data/flops/vilt-nlvr2.txt
merge_text=0.2 merge_r=0.3 prune_r=0.1 reduce_layers=2,5,8 python cli/bench.py profile_flops --task nlvr2 > data/flops/vilt-nlvr2-258-t0.2-r0.3-p0.1.txt