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GPU export options #2297

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merged 7 commits into from
Mar 6, 2021
Merged

GPU export options #2297

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49bd2fe
option for skip last layer and cuda export support
Feb 25, 2021
93b41d7
added parameter device
Mar 2, 2021
e3f5bdb
fix import
Mar 2, 2021
6373c3f
cleanup 1
glenn-jocher Mar 6, 2021
b482563
cleanup 2
glenn-jocher Mar 6, 2021
435cb83
opt-in grid
glenn-jocher Mar 6, 2021
2b2c800
default --device cpu
glenn-jocher Mar 6, 2021
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cleanup 2
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@glenn-jocher
glenn-jocher authored Mar 6, 2021
commit b482563553f4587baa5f86a64be707ab8c9083c3
4 changes: 2 additions & 2 deletions models/export.py
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Expand Up @@ -25,7 +25,7 @@
parser.add_argument('--img-size', nargs='+', type=int, default=[640, 640], help='image size') # height, width
parser.add_argument('--batch-size', type=int, default=1, help='batch size')
parser.add_argument('--dynamic', action='store_true', help='dynamic ONNX axes')
parser.add_argument('--skip-grid', action='store_true', help='skip Detect() layer grid computation')
parser.add_argument('--no-grid', action='store_true', help='no Detect() layer grid computation')
parser.add_argument('--device', default='', help='cuda device, i.e. 0 or 0,1,2,3 or cpu')
opt = parser.parse_args()
opt.img_size *= 2 if len(opt.img_size) == 1 else 1 # expand
Expand Down Expand Up @@ -55,7 +55,7 @@
m.act = SiLU()
# elif isinstance(m, models.yolo.Detect):
# m.forward = m.forward_export # assign forward (optional)
model.model[-1].export = not opt.skip_grid # set Detect() layer export Boolean
model.model[-1].export = not opt.no_grid # set Detect() layer grid export
y = model(img) # dry run

# TorchScript export
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