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sots-outdoor-dehazing-maxim / maxim /configs.py
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MAXIM_CONFIGS = {
# params: 6.108515000000001 M, GFLOPS: 93.163716608
"S-1": {
"features": 32,
"depth": 3,
"num_stages": 1,
"num_groups": 2,
"num_bottleneck_blocks": 2,
"block_gmlp_factor": 2,
"grid_gmlp_factor": 2,
"input_proj_factor": 2,
"channels_reduction": 4,
"name": "s1",
},
# params: 13.35383 M, GFLOPS: 206.743273472
"S-2": {
"features": 32,
"depth": 3,
"num_stages": 2,
"num_groups": 2,
"num_bottleneck_blocks": 2,
"block_gmlp_factor": 2,
"grid_gmlp_factor": 2,
"input_proj_factor": 2,
"channels_reduction": 4,
"name": "s2",
},
# params: 20.599145 M, GFLOPS: 320.32194560000005
"S-3": {
"features": 32,
"depth": 3,
"num_stages": 3,
"num_groups": 2,
"num_bottleneck_blocks": 2,
"block_gmlp_factor": 2,
"grid_gmlp_factor": 2,
"input_proj_factor": 2,
"channels_reduction": 4,
"name": "s3",
},
# params: 19.361219000000002 M, 308.495712256 GFLOPs
"M-1": {
"features": 64,
"depth": 3,
"num_stages": 1,
"num_groups": 2,
"num_bottleneck_blocks": 2,
"block_gmlp_factor": 2,
"grid_gmlp_factor": 2,
"input_proj_factor": 2,
"channels_reduction": 4,
"name": "m1",
},
# params: 40.83911 M, 675.25541888 GFLOPs
"M-2": {
"features": 64,
"depth": 3,
"num_stages": 2,
"num_groups": 2,
"num_bottleneck_blocks": 2,
"block_gmlp_factor": 2,
"grid_gmlp_factor": 2,
"input_proj_factor": 2,
"channels_reduction": 4,
"name": "m2",
},
# params: 62.317001 M, 1042.014666752 GFLOPs
"M-3": {
"features": 64,
"depth": 3,
"num_stages": 3,
"num_groups": 2,
"num_bottleneck_blocks": 2,
"block_gmlp_factor": 2,
"grid_gmlp_factor": 2,
"input_proj_factor": 2,
"channels_reduction": 4,
"name": "m3",
},
}