Model version: 0.4.2
NNoM version 0.4.2
Data format: Channel last (HWC)
Start compiling model...
Layer(#)         Activation    output shape    ops(MAC)   mem(in, out, buf)      mem blk lifetime
-------------------------------------------------------------------------------------------------
#1   Input      -          - (   1, 320,   1,)          (   320,   320,     0)    1 - - -  - - - - 
#2   Conv2D     - ReLU     - (   1, 317,  64,)      81k (   320, 20288,    16)    1 1 1 -  - - - - 
#3   Conv2D     - ReLU     - (   1, 314,  64,)    5.14M ( 20288, 20096,  1024)    1 1 1 -  - - - - 
#4   Conv2D     - ReLU     - (   1, 311,  64,)    5.09M ( 20096, 19904,  1024)    1 1 1 -  - - - - 
#5   MaxPool    -          - (   1, 103,  64,)          ( 19904,  6592,     0)    1 1 1 -  - - - - 
#6   Conv2D     - ReLU     - (   1, 101,  64,)    1.24M (  6592,  6464,   768)    1 1 1 -  - - - - 
#7   Conv2D     - ReLU     - (   1,  99,  64,)    1.21M (  6464,  6336,   768)    1 1 1 -  - - - - 
#8   Conv2D     - ReLU     - (   1,  97,  64,)    1.19M (  6336,  6208,   768)    1 1 1 -  - - - - 
#9   MaxPool    -          - (   1,  32,  64,)          (  6208,  2048,     0)    1 1 1 -  - - - - 
#10  Flatten    -          - (2048,          )          (  2048,  2048,     0)    - 1 - -  - - - - 
#11  Dense      - ReLU     - (  64,          )     131k (  2048,    64,  4096)    1 1 1 -  - - - - 
#12  Dense      - ReLU     - (  32,          )     2048 (    64,    32,   128)    1 1 1 -  - - - - 
#13  Dense      -          - (   2,          )       64 (    32,     2,    64)    1 1 1 -  - - - - 
#14  Output     -          - (   2,          )          (     2,     2,     0)    - - 1 -  - - - - 
-------------------------------------------------------------------------------------------------
Memory cost by each block:
 blk_0:4096  blk_1:20096  blk_2:20288  blk_3:0  blk_4:0  blk_5:0  blk_6:0  blk_7:0  
 Total memory cost by network buffers: 44480 bytes
Compling done in 11 ms
Model created
Running test...

Print running stat..
Layer(#)        -   Time(us)     ops(MACs)   ops/us 
--------------------------------------------------------
#1  Input      -        31                  
#2  Conv2D     -     41667          81k     1.94
#3  Conv2D     -   1609101        5.14M     3.19
#4  Conv2D     -   1597925        5.09M     3.18
#5  MaxPool    -     13134                  
#6  Conv2D     -    392511        1.24M     3.16
#7  Conv2D     -    384814        1.21M     3.16
#8  Conv2D     -    377091        1.19M     3.16
#9  MaxPool    -      4117                  
#10 Flatten    -         1                  
#11 Dense      -     39774         131k     3.29
#12 Dense      -       652         2048     3.14
#13 Dense      -        48           64     1.33
#14 Output     -         2                  

Summary:
Total ops (MAC): 14103872(14.10M)
Prediction time :4460868us
Efficiency 3.16 ops/us
Total memory:47152
Sample 1: 0|1 <- -2|3