Hello @Morganh here is the full log captured when generate the engine:
Command :
./tao-converter resnet18_vehiclemakenet_pruned.etlt -k tlt_encode -d 3,224,224 -m 1 -o predictions/Softmax -t fp16 -e resnet18_vehiclemakenet_pruned.engine -u 0
[INFO] [MemUsageChange] Init CUDA: CPU +354, GPU +0, now: CPU 372, GPU 11414 (MiB)
[WARNING] Default DLA is enabled but layer conv1/kernel is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer bn_conv1/moving_variance is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer bn_conv1/Reshape_1/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer bn_conv1/batchnorm/add/y is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer bn_conv1/gamma is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer bn_conv1/Reshape_3/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer bn_conv1/beta is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer bn_conv1/Reshape_2/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer bn_conv1/moving_mean is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer bn_conv1/Reshape/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_conv_1/kernel is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_bn_1/moving_variance is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_bn_1/Reshape_1/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_bn_1/batchnorm/add/y is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_bn_1/gamma is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_bn_1/Reshape_3/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_bn_1/beta is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_bn_1/Reshape_2/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_bn_1/moving_mean is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_bn_1/Reshape/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_conv_2/kernel is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_bn_2/moving_variance is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_bn_2/Reshape_1/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_bn_2/batchnorm/add/y is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_bn_2/gamma is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_bn_2/Reshape_3/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_bn_2/beta is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_bn_2/Reshape_2/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_bn_2/moving_mean is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_bn_2/Reshape/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_conv_shortcut/kernel is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_bn_shortcut/moving_variance is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_bn_shortcut/Reshape_1/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_bn_shortcut/batchnorm/add/y is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_bn_shortcut/gamma is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_bn_shortcut/Reshape_3/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_bn_shortcut/beta is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_bn_shortcut/Reshape_2/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_bn_shortcut/moving_mean is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1a_bn_shortcut/Reshape/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_conv_1/kernel is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_bn_1/moving_variance is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_bn_1/Reshape_1/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_bn_1/batchnorm/add/y is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_bn_1/gamma is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_bn_1/Reshape_3/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_bn_1/beta is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_bn_1/Reshape_2/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_bn_1/moving_mean is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_bn_1/Reshape/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_conv_2/kernel is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_bn_2/moving_variance is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_bn_2/Reshape_1/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_bn_2/batchnorm/add/y is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_bn_2/gamma is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_bn_2/Reshape_3/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_bn_2/beta is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_bn_2/Reshape_2/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_bn_2/moving_mean is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_bn_2/Reshape/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_conv_shortcut/kernel is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_bn_shortcut/moving_variance is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_bn_shortcut/Reshape_1/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_bn_shortcut/batchnorm/add/y is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_bn_shortcut/gamma is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_bn_shortcut/Reshape_3/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_bn_shortcut/beta is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_bn_shortcut/Reshape_2/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_bn_shortcut/moving_mean is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_1b_bn_shortcut/Reshape/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_conv_1/kernel is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_bn_1/moving_variance is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_bn_1/Reshape_1/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_bn_1/batchnorm/add/y is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_bn_1/gamma is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_bn_1/Reshape_3/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_bn_1/beta is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_bn_1/Reshape_2/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_bn_1/moving_mean is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_bn_1/Reshape/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_conv_2/kernel is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_bn_2/moving_variance is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_bn_2/Reshape_1/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_bn_2/batchnorm/add/y is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_bn_2/gamma is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_bn_2/Reshape_3/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_bn_2/beta is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_bn_2/Reshape_2/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_bn_2/moving_mean is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_bn_2/Reshape/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_conv_shortcut/kernel is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_bn_shortcut/moving_variance is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_bn_shortcut/Reshape_1/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_bn_shortcut/batchnorm/add/y is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_bn_shortcut/gamma is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_bn_shortcut/Reshape_3/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_bn_shortcut/beta is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_bn_shortcut/Reshape_2/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_bn_shortcut/moving_mean is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2a_bn_shortcut/Reshape/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_conv_1/kernel is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_bn_1/moving_variance is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_bn_1/Reshape_1/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_bn_1/batchnorm/add/y is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_bn_1/gamma is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_bn_1/Reshape_3/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_bn_1/beta is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_bn_1/Reshape_2/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_bn_1/moving_mean is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_bn_1/Reshape/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_conv_2/kernel is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_bn_2/moving_variance is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_bn_2/Reshape_1/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_bn_2/batchnorm/add/y is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_bn_2/gamma is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_bn_2/Reshape_3/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_bn_2/beta is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_bn_2/Reshape_2/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_bn_2/moving_mean is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_bn_2/Reshape/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_conv_shortcut/kernel is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_bn_shortcut/moving_variance is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_bn_shortcut/Reshape_1/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_bn_shortcut/batchnorm/add/y is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_bn_shortcut/gamma is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_bn_shortcut/Reshape_3/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_bn_shortcut/beta is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_bn_shortcut/Reshape_2/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_bn_shortcut/moving_mean is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_2b_bn_shortcut/Reshape/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_conv_1/kernel is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_bn_1/moving_variance is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_bn_1/Reshape_1/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_bn_1/batchnorm/add/y is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_bn_1/gamma is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_bn_1/Reshape_3/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_bn_1/beta is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_bn_1/Reshape_2/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_bn_1/moving_mean is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_bn_1/Reshape/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_conv_2/kernel is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_bn_2/moving_variance is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_bn_2/Reshape_1/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_bn_2/batchnorm/add/y is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_bn_2/gamma is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_bn_2/Reshape_3/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_bn_2/beta is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_bn_2/Reshape_2/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_bn_2/moving_mean is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_bn_2/Reshape/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_conv_shortcut/kernel is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_bn_shortcut/moving_variance is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_bn_shortcut/Reshape_1/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_bn_shortcut/batchnorm/add/y is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_bn_shortcut/gamma is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_bn_shortcut/Reshape_3/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_bn_shortcut/beta is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_bn_shortcut/Reshape_2/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_bn_shortcut/moving_mean is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3a_bn_shortcut/Reshape/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_conv_1/kernel is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_bn_1/moving_variance is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_bn_1/Reshape_1/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_bn_1/batchnorm/add/y is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_bn_1/gamma is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_bn_1/Reshape_3/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_bn_1/beta is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_bn_1/Reshape_2/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_bn_1/moving_mean is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_bn_1/Reshape/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_conv_2/kernel is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_bn_2/moving_variance is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_bn_2/Reshape_1/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_bn_2/batchnorm/add/y is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_bn_2/gamma is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_bn_2/Reshape_3/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_bn_2/beta is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_bn_2/Reshape_2/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_bn_2/moving_mean is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_bn_2/Reshape/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_conv_shortcut/kernel is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_bn_shortcut/moving_variance is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_bn_shortcut/Reshape_1/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_bn_shortcut/batchnorm/add/y is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_bn_shortcut/gamma is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_bn_shortcut/Reshape_3/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_bn_shortcut/beta is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_bn_shortcut/Reshape_2/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_bn_shortcut/moving_mean is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_3b_bn_shortcut/Reshape/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_conv_1/kernel is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_bn_1/moving_variance is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_bn_1/Reshape_1/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_bn_1/batchnorm/add/y is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_bn_1/gamma is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_bn_1/Reshape_3/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_bn_1/beta is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_bn_1/Reshape_2/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_bn_1/moving_mean is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_bn_1/Reshape/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_conv_2/kernel is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_bn_2/moving_variance is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_bn_2/Reshape_1/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_bn_2/batchnorm/add/y is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_bn_2/gamma is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_bn_2/Reshape_3/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_bn_2/beta is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_bn_2/Reshape_2/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_bn_2/moving_mean is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_bn_2/Reshape/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_conv_shortcut/kernel is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_bn_shortcut/moving_variance is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_bn_shortcut/Reshape_1/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_bn_shortcut/batchnorm/add/y is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_bn_shortcut/gamma is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_bn_shortcut/Reshape_3/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_bn_shortcut/beta is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_bn_shortcut/Reshape_2/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_bn_shortcut/moving_mean is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4a_bn_shortcut/Reshape/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_conv_1/kernel is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_bn_1/moving_variance is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_bn_1/Reshape_1/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_bn_1/batchnorm/add/y is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_bn_1/gamma is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_bn_1/Reshape_3/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_bn_1/beta is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_bn_1/Reshape_2/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_bn_1/moving_mean is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_bn_1/Reshape/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_conv_2/kernel is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_bn_2/moving_variance is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_bn_2/Reshape_1/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_bn_2/batchnorm/add/y is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_bn_2/gamma is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_bn_2/Reshape_3/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_bn_2/beta is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_bn_2/Reshape_2/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_bn_2/moving_mean is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_bn_2/Reshape/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_conv_shortcut/kernel is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_bn_shortcut/moving_variance is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_bn_shortcut/Reshape_1/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_bn_shortcut/batchnorm/add/y is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_bn_shortcut/gamma is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_bn_shortcut/Reshape_3/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_bn_shortcut/beta is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_bn_shortcut/Reshape_2/shape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_bn_shortcut/moving_mean is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer block_4b_bn_shortcut/Reshape/shape is not supported on DLA, falling back to GPU.
[WARNING] flatten/Reshape: DLA only supports windows in the range of [1-8].
[WARNING] Default DLA is enabled but layer flatten/Reshape is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer predictions/kernel is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer predictions/bias is not supported on DLA, falling back to GPU.
[WARNING] Default DLA is enabled but layer predictions/Softmax is not supported on DLA, falling back to GPU.
[INFO] [MemUsageSnapshot] Builder begin: CPU 405 MiB, GPU 11469 MiB
[INFO] ---------- Layers Running on DLA ----------
[INFO] [DlaLayer] {ForeignNode[conv1/convolution...block_4b_relu/Relu]}
[INFO] [DlaLayer] {ForeignNode[predictions/MatMul...predictions/BiasAdd]}
[INFO] ---------- Layers Running on GPU ----------
[INFO] [GpuLayer] flatten/Reshape
[INFO] [GpuLayer] predictions/Softmax
[INFO] [MemUsageChange] Init cuBLAS/cuBLASLt: CPU +226, GPU +209, now: CPU 649, GPU 11699 (MiB)
[INFO] [MemUsageChange] Init cuDNN: CPU +307, GPU +312, now: CPU 956, GPU 12011 (MiB)
[WARNING] Detected invalid timing cache, setup a local cache instead
[INFO] Detected 1 inputs and 1 output network tensors.
[INFO] Total Host Persistent Memory: 1744
[INFO] Total Device Persistent Memory: 0
[INFO] Total Scratch Memory: 0
[INFO] [MemUsageStats] Peak memory usage of TRT CPU/GPU memory allocators: CPU 32 MiB, GPU 2 MiB
[INFO] [MemUsageChange] Init cuBLAS/cuBLASLt: CPU +0, GPU +0, now: CPU 992, GPU 12099 (MiB)
[INFO] [MemUsageChange] Init cuDNN: CPU +0, GPU +0, now: CPU 992, GPU 12099 (MiB)
[INFO] [MemUsageChange] Init cuBLAS/cuBLASLt: CPU +0, GPU +0, now: CPU 992, GPU 12099 (MiB)
[INFO] [MemUsageChange] Init cuBLAS/cuBLASLt: CPU +0, GPU +0, now: CPU 991, GPU 12099 (MiB)
[INFO] [MemUsageSnapshot] Builder end: CPU 975 MiB, GPU 12099 MiB```