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Allows fpn networks to be recognised by FBNetV2ModelArch #53

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Allows fpn networks to be recognised by FBNetV2ModelArch #53

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ff83ef5
Allows fpn networks to be recognised by FBNetV2ModelArch
Apr 21, 2021
d0a20d0
fixes https://github.com/facebookresearch/mobile-vision/issues/51
May 4, 2021
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2 changes: 1 addition & 1 deletion d2go/export/logfiledb.py
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Original file line number Diff line number Diff line change
Expand Up @@ -5,7 +5,7 @@
import logging
import numpy as np

from mobile_cv.torch.utils_caffe2.ws_utils import ScopedWS
from detectron2.export.shared import ScopedWS


logger = logging.getLogger(__name__)
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56 changes: 56 additions & 0 deletions d2go/modeling/modeldef/modeldef.py
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Expand Up @@ -519,6 +519,54 @@ def _repeat_last(stage, n=None):
"kpts": LARGE_UPSAMPLE_HEAD_D21_STAGES,
"basic_args": _BASIC_ARGS,
},
"FBNetV3_A_fpn": {
"trunk": FBNetV3_A[0:5], # FPN uses all 5 stages
"rpn": [[_repeat_last(FBNetV3_A[3], n=1)]],
"bbox": [FBNetV3_A[4]],
"mask": FPN_UPSAMPLE_HEAD_STAGES,
"kpts": LARGE_UPSAMPLE_HEAD_D21_STAGES,
"basic_args": _BASIC_ARGS,
},
"FBNetV3_B_fpn": {
"trunk": FBNetV3_B[0:5], # FPN uses all 5 stages
"rpn": [[_repeat_last(FBNetV3_B[3], n=1)]],
"bbox": [FBNetV3_B[4]],
"mask": FPN_UPSAMPLE_HEAD_STAGES,
"kpts": LARGE_UPSAMPLE_HEAD_D21_STAGES,
"basic_args": _BASIC_ARGS,
},
"FBNetV3_C_fpn": {
"trunk": FBNetV3_C[0:5], # FPN uses all 5 stages
"rpn": [[_repeat_last(FBNetV3_C[3], n=1)]],
"bbox": [FBNetV3_C[4]],
"mask": FPN_UPSAMPLE_HEAD_STAGES,
"kpts": LARGE_UPSAMPLE_HEAD_D21_STAGES,
"basic_args": _BASIC_ARGS,
},
"FBNetV3_D_fpn": {
"trunk": FBNetV3_D[0:5], # FPN uses all 5 stages
"rpn": [[_repeat_last(FBNetV3_D[3], n=1)]],
"bbox": [FBNetV3_D[4]],
"mask": FPN_UPSAMPLE_HEAD_STAGES,
"kpts": LARGE_UPSAMPLE_HEAD_D21_STAGES,
"basic_args": _BASIC_ARGS,
},
"FBNetV3_E_fpn": {
"trunk": FBNetV3_E[0:5], # FPN uses all 5 stages
"rpn": [[_repeat_last(FBNetV3_E[3], n=1)]],
"bbox": [FBNetV3_E[4]],
"mask": FPN_UPSAMPLE_HEAD_STAGES,
"kpts": LARGE_UPSAMPLE_HEAD_D21_STAGES,
"basic_args": _BASIC_ARGS,
},
"FBNetV3_F_fpn": {
"trunk": FBNetV3_F[0:5], # FPN uses all 5 stages
"rpn": [[_repeat_last(FBNetV3_F[3], n=1)]],
"bbox": [FBNetV3_F[4]],
"mask": FPN_UPSAMPLE_HEAD_STAGES,
"kpts": LARGE_UPSAMPLE_HEAD_D21_STAGES,
"basic_args": _BASIC_ARGS,
},
"FBNetV3_G_fpn": {
"trunk": FBNetV3_G[0:5], # FPN uses all 5 stages
"rpn": [[_repeat_last(FBNetV3_G[3], n=1)]],
Expand All @@ -527,6 +575,14 @@ def _repeat_last(stage, n=None):
"kpts": LARGE_UPSAMPLE_HEAD_D21_STAGES,
"basic_args": _BASIC_ARGS,
},
"FBNetV3_H_fpn": {
"trunk": FBNetV3_H[0:5], # FPN uses all 5 stages
"rpn": [[_repeat_last(FBNetV3_H[3], n=1)]],
"bbox": [FBNetV3_H[4]],
"mask": FPN_UPSAMPLE_HEAD_STAGES,
"kpts": LARGE_UPSAMPLE_HEAD_D21_STAGES,
"basic_args": _BASIC_ARGS,
},
}

FBNetV2ModelArch.add_archs(MODEL_ARCH_BUILTIN)