YOLOv4-DLA-GPU-Fallback-List
Layers on DLA vs Layers on GPU
From this comment:
- DLA0 TensorRT engine of "yolov4-dla0-608" model on Jetson Xavier NX (for AGX you will get a similar output)
[TensorRT] INFO: --------------- Layers running on DLA:
[TensorRT] INFO: {002_convolutional_tanh,002_convolutional_mish,003_convolutional,003_convolutional_bn,005_convolutional,005_convolutional_bn}, {003_convolutional_tanh
,003_convolutional_mish,005_convolutional_tanh,005_convolutional_mish,006_convolutional,006_convolutional_bn}, {012_convolutional_tanh,012_convolutional_mish,013_convo
lutional,013_convolutional_bn,015_convolutional,015_convolutional_bn}, {013_convolutional_tanh,013_convolutional_mish,015_convolutional_tanh,015_convolutional_mish,016
_convolutional,016_convolutional_bn}, {025_convolutional_tanh,025_convolutional_mish,026_convolutional,026_convolutional_bn,028_convolutional,028_convolutional_bn}, {0
26_convolutional_tanh,026_convolutional_mish,028_convolutional_tanh,028_convolutional_mish,029_convolutional,029_convolutional_bn}, {055_convolutional_tanh,055_convolu
tional_mish,056_convolutional,056_convolutional_bn,131_convolutional,131_convolutional_bn}, {056_convolutional_tanh,056_convolutional_mish,057_convolutional,057_convol
utional_bn,059_convolutional,059_convolutional_bn},
[TensorRT] INFO: --------------- Layers running on GPU:
[TensorRT] INFO: 001_convolutional, 001_convolutional_softplus, 001_convolutional_tanh, 001_convolutional_mish, 002_convolutional, 002_convolutional_softplus, 003_conv
olutional_softplus, 005_convolutional_softplus, 006_convolutional_softplus, 006_convolutional_tanh, 006_convolutional_mish, 007_convolutional, 007_convolutional_softpl
us, 007_convolutional_tanh, 007_convolutional_mish, 008_shortcut, 009_convolutional, 009_convolutional_softplus, 009_convolutional_tanh, 009_convolutional_mish, 003_co
nvolutional_mish copy, 011_convolutional, 011_convolutional_softplus, 011_convolutional_tanh, 011_convolutional_mish, 012_convolutional, 012_convolutional_softplus, 01
3_convolutional_softplus, 015_convolutional_softplus, 016_convolutional_softplus, 016_convolutional_tanh, 016_convolutional_mish, 017_convolutional, 017_convolutional_
softplus, 017_convolutional_tanh, 017_convolutional_mish, 018_shortcut, 019_convolutional, 019_convolutional_softplus, 019_convolutional_tanh, 019_convolutional_mish,
020_convolutional, 020_convolutional_softplus, 020_convolutional_tanh, 020_convolutional_mish, 021_shortcut, 022_convolutional, 022_convolutional_softplus, 022_convolu
tional_tanh, 022_convolutional_mish, 013_convolutional_mish copy, 024_convolutional, 024_convolutional_softplus, 024_convolutional_tanh, 024_convolutional_mish, 025_co
nvolutional, 025_convolutional_softplus, 026_convolutional_softplus, 028_convolutional_softplus, 029_convolutional_softplus, 029_convolutional_tanh, 029_convolutional_
mish, 030_convolutional, 030_convolutional_softplus, 030_convolutional_tanh, 030_convolutional_mish, 031_shortcut, 032_convolutional, 032_convolutional_softplus, 032_c
onvolutional_tanh, 032_convolutional_mish, 033_convolutional, 033_convolutional_softplus, 033_convolutional_tanh, 033_convolutional_mish, 034_shortcut, 035_convolution
al, 035_convolutional_softplus, 035_convolutional_tanh, 035_convolutional_mish, 036_convolutional, 036_convolutional_softplus, 036_convolutional_tanh, 036_convolutiona
l_mish, 037_shortcut, 038_convolutional, 038_convolutional_softplus, 038_convolutional_tanh, 038_convolutional_mish, 039_convolutional, 039_convolutional_softplus, 039
_convolutional_tanh, 039_convolutional_mish, 040_shortcut, 041_convolutional, 041_convolutional_softplus, 041_convolutional_tanh, 041_convolutional_mish, 042_convoluti
onal, 042_convolutional_softplus, 042_convolutional_tanh, 042_convolutional_mish, 043_shortcut, 044_convolutional, 044_convolutional_softplus, 044_convolutional_tanh,
044_convolutional_mish, 045_convolutional, 045_convolutional_softplus, 045_convolutional_tanh, 045_convolutional_mish, 046_shortcut, 047_convolutional, 047_convolution
al_softplus, 047_convolutional_tanh, 047_convolutional_mish, 048_convolutional, 048_convolutional_softplus, 048_convolutional_tanh, 048_convolutional_mish, 049_shortcu
t, 050_convolutional, 050_convolutional_softplus, 050_convolutional_tanh, 050_convolutional_mish, 051_convolutional, 051_convolutional_softplus, 051_convolutional_tanh
, 051_convolutional_mish, 052_shortcut, 053_convolutional, 053_convolutional_softplus, 053_convolutional_tanh, 053_convolutional_mish, 026_convolutional_mish copy, 055
_convolutional, 055_convolutional_softplus, 056_convolutional_softplus, 131_convolutional_lrelu, 057_convolutional_softplus, 059_convolutional_softplus, 057_convolutio
nal_tanh, 057_convolutional_mish, 059_convolutional_tanh, 059_convolutional_mish, 060_convolutional, 060_convolutional_softplus, 060_convolutional_tanh, 060_convolutio
nal_mish, 061_convolutional, 061_convolutional_softplus, 061_convolutional_tanh, 061_convolutional_mish, 062_shortcut, 063_convolutional, 063_convolutional_softplus, 0
63_convolutional_tanh, 063_convolutional_mish, 064_convolutional, 064_convolutional_softplus, 064_convolutional_tanh, 064_convolutional_mish, 065_shortcut, 066_convolu
tional, 066_convolutional_softplus, 066_convolutional_tanh, 066_convolutional_mish, 067_convolutional, 067_convolutional_softplus, 067_convolutional_tanh, 067_convolut
ional_mish, 068_shortcut, 069_convolutional, 069_convolutional_softplus, 069_convolutional_tanh, 069_convolutional_mish, 070_convolutional, 070_convolutional_softplus,
070_convolutional_tanh, 070_convolutional_mish, 071_shortcut, 072_convolutional, 072_convolutional_softplus, 072_convolutional_tanh, 072_convolutional_mish, 073_convo
lutional, 073_convolutional_softplus, 073_convolutional_tanh, 073_convolutional_mish, 074_shortcut, 075_convolutional, 075_convolutional_softplus, 075_convolutional_ta
nh, 075_convolutional_mish, 076_convolutional, 076_convolutional_softplus, 076_convolutional_tanh, 076_convolutional_mish, 077_shortcut, 078_convolutional, 078_convolu
tional_softplus, 078_convolutional_tanh, 078_convolutional_mish, 079_convolutional, 079_convolutional_softplus, 079_convolutional_tanh, 079_convolutional_mish, 080_sho
rtcut, 081_convolutional, 081_convolutional_softplus, 081_convolutional_tanh, 081_convolutional_mish, 082_convolutional, 082_convolutional_softplus, 082_convolutional_
tanh, 082_convolutional_mish, 083_shortcut, 084_convolutional, 084_convolutional_softplus, 084_convolutional_tanh, 084_convolutional_mish, 086_convolutional, 086_convo
lutional_softplus, 086_convolutional_tanh, 086_convolutional_mish, 087_convolutional, 121_convolutional, 087_convolutional_softplus, 121_convolutional_lrelu, 087_convo
lutional_tanh, 087_convolutional_mish, 088_convolutional, 090_convolutional, 088_convolutional_softplus, 090_convolutional_softplus, 088_convolutional_tanh, 088_convol
utional_mish, 090_convolutional_tanh, 090_convolutional_mish, 091_convolutional, 091_convolutional_softplus, 091_convolutional_tanh, 091_convolutional_mish, 092_convol
utional, 092_convolutional_softplus, 092_convolutional_tanh, 092_convolutional_mish, 093_shortcut, 094_convolutional, 094_convolutional_softplus, 094_convolutional_tan
h, 094_convolutional_mish, 095_convolutional, 095_convolutional_softplus, 095_convolutional_tanh, 095_convolutional_mish, 096_shortcut, 097_convolutional, 097_convolut
ional_softplus, 097_convolutional_tanh, 097_convolutional_mish, 098_convolutional, 098_convolutional_softplus, 098_convolutional_tanh, 098_convolutional_mish, 099_shor
tcut, 100_convolutional, 100_convolutional_softplus, 100_convolutional_tanh, 100_convolutional_mish, 101_convolutional, 101_convolutional_softplus, 101_convolutional_t
anh, 101_convolutional_mish, 102_shortcut, 103_convolutional, 103_convolutional_softplus, 103_convolutional_tanh, 103_convolutional_mish, 105_convolutional, 105_convol
utional_softplus, 105_convolutional_tanh, 105_convolutional_mish, 106_convolutional, 106_convolutional_lrelu, 107_convolutional, 107_convolutional_lrelu, 108_convoluti
onal, 108_convolutional_lrelu, 111_maxpool, 113_maxpool, 109_maxpool, 108_convolutional_lrelu copy, 115_convolutional, 115_convolutional_lrelu, 116_convolutional, 116_
convolutional_lrelu, 117_convolutional, 117_convolutional_lrelu, 118_convolutional, 118_convolutional_lrelu, 119_upsample, 119_upsample copy, 123_convolutional, 123_co
nvolutional_lrelu, 124_convolutional, 124_convolutional_lrelu, 125_convolutional, 125_convolutional_lrelu, 126_convolutional, 126_convolutional_lrelu, 127_convolutiona
l, 127_convolutional_lrelu, 128_convolutional, 128_convolutional_lrelu, 129_upsample, 129_upsample copy, 133_convolutional, 133_convolutional_lrelu, 134_convolutional,
134_convolutional_lrelu, 135_convolutional, 135_convolutional_lrelu, 136_convolutional, 136_convolutional_lrelu, 137_convolutional, 137_convolutional_lrelu, 138_convo
lutional, 142_convolutional, 138_convolutional_lrelu, 142_convolutional_lrelu, 139_convolutional, 144_convolutional, 144_convolutional_lrelu, (Unnamed Layer* 506) [Plu
ginV2IOExt], 145_convolutional, 145_convolutional_lrelu, 146_convolutional, 146_convolutional_lrelu, 147_convolutional, 147_convolutional_lrelu, 148_convolutional, 148
_convolutional_lrelu, 149_convolutional, 153_convolutional, 149_convolutional_lrelu, 153_convolutional_lrelu, 150_convolutional, 155_convolutional, 155_convolutional_l
relu, (Unnamed Layer* 507) [PluginV2IOExt], 156_convolutional, 156_convolutional_lrelu, 157_convolutional, 157_convolutional_lrelu, 158_convolutional, 158_convolutiona
l_lrelu, 159_convolutional, 159_convolutional_lrelu, 160_convolutional, 160_convolutional_lrelu, 161_convolutional, (Unnamed Layer* 508) [PluginV2IOExt],