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The following block shows the eIQ profiler log. "The log captures detailed information of the execution clock cycles and DDR data transmission in each layer". Note that the time needed for inference is longer than usual while the profiler overhead is added. The input command and the messages printed from the application are in bold to separate them from the log.
'''root@imx8mpevk:/mnt/ramdisk/image_classifier_eIQ_plus# build/image_classifier_cv 3 my_fruits_model_qatlegacy.tflite labels.txt testdata/red-apple1.jpg '''
'''INFO: Created TensorFlow Lite delegate for NNAPI.'''
#productname=VIPNano-D+I, pid=0x9f
Created VX Thread: 0xa3ee5fb0
'''Warmup time: 3602.98 ms'''
'''Original image size: 600x600x3'''
'''Cropped image size: 600x600x3 Resized image size: 224x224x3''' '''Input tensor index: 14
Input tensor name: conv2d_input
Selected order of channels: RGB
Selected pixel values range: NA
Filling time: 0.195005 ms'''
prev_ptrs = 0xffffa369c040
'''Inference time 3: 2.61483 ms'''
'''Average inference time: 2.52716 ms'''
'''Total prediction time: 2.72216 ms
Output tensor index: 5
Output tensor name: activation_5/Softmax
Top results:
1 Red Apple'''
prev_ptrs = 0xffffa369c040
Exit VX Thread: 0xa3ee5fb0
