! edgetpu_compiler --min_runtime_version 13 -s -a -o weights yolov5s-int8.tflite
------------------------------------------------------------------------------------------------------
(output log)



Edge TPU Compiler version 16.0.384591198
Started a compilation timeout timer of 180 seconds.

Model compiled successfully in 2645 ms.

Input model: yolov5s-int8.tflite
Input size: 7.36MiB
Output model: weights/yolov5s-int8_edgetpu.tflite
Output size: 7.82MiB
On-chip memory used for caching model parameters: 6.25MiB
On-chip memory remaining for caching model parameters: 0.00B
Off-chip memory used for streaming uncached model parameters: 1.24MiB
Number of Edge TPU subgraphs: 1
Total number of operations: 239
Operation log: weights/yolov5s-int8_edgetpu.log

Model successfully compiled but not all operations are supported by the Edge TPU. A percentage of the model will instead run on the CPU, which is slower. If possible, consider updating your model to use only operations supported by the Edge TPU. For details, visit g.co/coral/model-reqs.
Number of operations that will run on Edge TPU: 235
Number of operations that will run on CPU: 4

Operator                       Count      Status

MAX_POOL_2D                    3          Mapped to Edge TPU
CONCATENATION                  14         Mapped to Edge TPU
RESHAPE                        3          Mapped to Edge TPU
RESIZE_NEAREST_NEIGHBOR        2          Mapped to Edge TPU
LOGISTIC                       59         Mapped to Edge TPU
CONV_2D                        62         Mapped to Edge TPU
MUL                            59         Mapped to Edge TPU
STRIDED_SLICE                  4          Mapped to Edge TPU
ADD                            7          Mapped to Edge TPU
PAD                            6          Mapped to Edge TPU
TRANSPOSE                      2          Operation is otherwise supported, but not mapped due to some unspecified limitation
TRANSPOSE                      1          Mapped to Edge TPU
QUANTIZE                       15         Mapped to Edge TPU
QUANTIZE                       2          Operation is otherwise supported, but not mapped due to some unspecified limitation
Compilation child process completed within timeout period.
Compilation succeeded!