land the fbnet architectures for video logo detection project

Summary:
Pull Request resolved: https://github.com/facebookresearch/d2go/pull/347

land the fbnet architectures for video logo detection project in RCNN, FCOS and YOLO

Reviewed By: wat3rBro

Differential Revision: D38139055

fbshipit-source-id: 6ba21f482ed067c52d438e0c217e523896c2131c

d2go/modeling/modeldef/modeldef.py

@@ -437,18 +437,37 @@ MODEL_ARCH_BUILTIN = {
         "mask": SMALL_DS_UPSAMPLE_HEAD_STAGES,
         "basic_args": _BASIC_ARGS,
     },
+    "FBNetV3_A_C5": {
+        "trunk": FBNetV3_A[0:5],
+        "rpn": [[_repeat_last(FBNetV3_A[3])]],
+        "bbox": [FBNetV3_A[4]],
+        "mask": SMALL_DS_UPSAMPLE_HEAD_STAGES,
+        "basic_args": _BASIC_ARGS,
+    },
     "FBNetV3_B": {
         "trunk": FBNetV3_B[0:4],
         "rpn": [[_repeat_last(FBNetV3_B[3])]],
         "bbox": [FBNetV3_B[4]],
         "basic_args": _BASIC_ARGS,
     },
+    "FBNetV3_B_C5": {
+        "trunk": FBNetV3_B[0:5],
+        "rpn": [[_repeat_last(FBNetV3_B[3])]],
+        "bbox": [FBNetV3_B[4]],
+        "basic_args": _BASIC_ARGS,
+    },
     "FBNetV3_C": {
         "trunk": FBNetV3_C[0:4],
         "rpn": [[_repeat_last(FBNetV3_C[3])]],
         "bbox": [FBNetV3_C[4]],
         "basic_args": _BASIC_ARGS,
     },
+    "FBNetV3_C_C5": {
+        "trunk": FBNetV3_C[0:5],
+        "rpn": [[_repeat_last(FBNetV3_C[3])]],
+        "bbox": [FBNetV3_C[4]],
+        "basic_args": _BASIC_ARGS,
+    },
     "FBNetV3_D": {
         "trunk": FBNetV3_D[0:4],
         "rpn": [[_repeat_last(FBNetV3_D[3])]],
@@ -467,6 +486,12 @@ MODEL_ARCH_BUILTIN = {
         "bbox": [FBNetV3_F[4]],
         "basic_args": _BASIC_ARGS,
     },
+    "FBNetV3_F_C5": {
+        "trunk": FBNetV3_F[0:5],
+        "rpn": [[_repeat_last(FBNetV3_F[3])]],
+        "bbox": [FBNetV3_F[4]],
+        "basic_args": _BASIC_ARGS,
+    },
     "FBNetV3_G": {
         "trunk": FBNetV3_G[0:4],
         "rpn": [[_repeat_last(FBNetV3_G[3])]],
@@ -475,6 +500,14 @@ MODEL_ARCH_BUILTIN = {
         "kpts": LARGE_UPSAMPLE_HEAD_D21_STAGES,
         "basic_args": _BASIC_ARGS,
     },
+    "FBNetV3_G_C5": {
+        "trunk": FBNetV3_G[0:5],
+        "rpn": [[_repeat_last(FBNetV3_G[3])]],
+        "bbox": [FBNetV3_G[4]],
+        "mask": LARGE_UPSAMPLE_HEAD_STAGES,
+        "kpts": LARGE_UPSAMPLE_HEAD_D21_STAGES,
+        "basic_args": _BASIC_ARGS,
+    },
     "FBNetV3_H": {
         "trunk": FBNetV3_H[0:4],
         "rpn": [[_repeat_last(FBNetV3_H[3])]],
@@ -513,6 +546,12 @@ MODEL_ARCH_BUILTIN = {
         "kpts": LARGE_UPSAMPLE_HEAD_D21_STAGES,
         "basic_args": _BASIC_ARGS,
     },
+    "FBNetV3_B_light_no_se_C5": {
+        "trunk": FBNetV3_B_light_no_se[0:5],
+        "rpn": [[_repeat_last(FBNetV3_B_light_no_se[3])]],
+        "bbox": [FBNetV3_B_light_no_se[4]],
+        "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)]],