Neural Network Tools for STM32 v1.2.0 (AI tools v5.0.0)
Created date       : 2020-02-01 18:37:21

Exec/report summary (generate dur=3.011s err=0)
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model file         : E:\CubeMX\mnist_keras_model\model.h5
model file         : E:\CubeMX\mnist_keras_model\model.json
type               : keras (keras_conf)
c_name             : network
compression        : None
quantize           : None
L2r error          : NOT EVALUATED
workspace dir      : C:\Users\Israel\AppData\Local\Temp\mxAI_workspace3428864178128582030862631492864741
output dir         : C:\Users\Israel\.stm32cubemx\stm32ai_output

model_name         : model
model_hash         : f7e08a8ca31de8ace403d4470fbfa672
input              : input_0 [784 items, 3.06 KiB, ai_float, FLOAT32, (784,)]
input (total)      : 3.06 KiB
output             : dense_2_nl [10 items, 40 B, ai_float, FLOAT32, (10,)]
output (total)     : 40 B
params #           : 235,146 items (918.54 KiB)
macc               : 235,286
weights (ro)       : 940,584 (918.54 KiB) 
activations (rw)   : 1,536 (1.50 KiB) 
ram (total)        : 4,712 (4.60 KiB) = 1,536 + 3,136 + 40

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id  layer (type)              output shape      param #     connected to             macc           rom                
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0   input_0 (Input)           (28, 1, 28)                                                                              
    flatten (Reshape)         (784,)                        input_0                                                    
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1   dense (Dense)             (256,)            200,960     flatten                  200,704        803,840            
    dense_nl (Nonlinearity)   (256,)                        dense                    256                               
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2   dense_1 (Dense)           (128,)            32,896      dense_nl                 32,768         131,584            
    dense_1_nl (Nonlinearity) (128,)                        dense_1                  128                               
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4   dense_2 (Dense)           (10,)             1,290       dense_1_nl               1,280          5,160              
    dense_2_nl (Nonlinearity) (10,)                         dense_2                  150                               
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model p=235146(918.54 KBytes) macc=235286 rom=918.54 KBytes ram=1.50 KiB io_ram=3.10 KiB

 
Complexity per-layer - macc=235,286 rom=940,584
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id      layer (type)              macc                                    rom                                    
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1       dense (Dense)             |||||||||||||||||||||||||||||||  85.3%  |||||||||||||||||||||||||||||||  85.5% 
1       dense_nl (Nonlinearity)   |                                 0.1%  |                                 0.0% 
2       dense_1 (Dense)           |||||                            13.9%  |||||                            14.0% 
2       dense_1_nl (Nonlinearity) |                                 0.1%  |                                 0.0% 
4       dense_2 (Dense)           |                                 0.5%  |                                 0.5% 
4       dense_2_nl (Nonlinearity) |                                 0.1%  |                                 0.0% 
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Evaluation report (summary)
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NOT EVALUATED
