Neural Network Tools for STM32 v1.0.0 (AI tools v4.0.0) Created date : 2019-08-07 10:02:14 Exec/report summary (validate 0.000s err=-1) ------------------------------------------------------------------------------------------------------------------------ error : LOAD ERROR: STM32 - read timeout 50000ms model file : C:\Users\Ghost Trigger\Desktop\har_ghost.h5 type : keras (keras_dump) c_name : network_human compression : 4 quantize : None L2r error : NOT EVALUATED workspace dir : C:\Users\GHOSTT~1\AppData\Local\Temp\mxAI_workspace3330530020775003013046445379590343 output dir : C:\Users\Ghost Trigger\.stm32cubemx\stm32ai_output model_name : har_ghost model_hash : dc582ba86ee8a11fd06b698b258a4310 input : input_0 (item#=270, size=1.05 KiB, fmt=FLOAT32) input (total) : 1.05 KiB output : dense_3_nl (item#=6, size=24 B, fmt=FLOAT32) output (total) : 24 B params # : 738,950 (2.82 MiB) macc : 874,970 rom (ro) : 794,136 (775.52 KiB) -73.13% ram (rw) : 24,576 + 1,104 (24.00 KiB + 1.08 KiB) ------------------------------------------------------------------------------------------------------------------------ id layer (type) output shape param # connected to macc rom ------------------------------------------------------------------------------------------------------------------------ 0 input_0 (Input) (90, 3, 1) conv2d_1 (Conv2D) (89, 2, 128) 640 input_0 136,576 2,560 conv2d_1_nl (Nonlinearity) (89, 2, 128) conv2d_1 ------------------------------------------------------------------------------------------------------------------------ 1 max_pooling2d_1 (Pool) (44, 1, 128) conv2d_1_nl ------------------------------------------------------------------------------------------------------------------------ 3 flatten_1 (Reshape) (5632,) max_pooling2d_1 ------------------------------------------------------------------------------------------------------------------------ 4 dense_1 (Dense) (128,) 721,024 flatten_1 720,896 722,432 (c) dense_1_nl (Nonlinearity) (128,) dense_1 128 ------------------------------------------------------------------------------------------------------------------------ 5 dense_2 (Dense) (128,) 16,512 dense_1_nl 16,384 66,048 dense_2_nl (Nonlinearity) (128,) dense_2 128 ------------------------------------------------------------------------------------------------------------------------ 6 dense_3 (Dense) (6,) 774 dense_2_nl 768 3,096 dense_3_nl (Nonlinearity) (6,) dense_3 90 ------------------------------------------------------------------------------------------------------------------------ har_ghost p=738950(2.82 MBytes) macc=874970 rom=775.52 KBytes ram=24.00 KBytes -73.13% Complexity by layer - macc=874,970 rom=794,136 ------------------------------------------------------------------------------------------------------------------------ id layer (type) macc rom ------------------------------------------------------------------------------------------------------------------------ 0 conv2d_1 (Conv2D) |||||| 15.6% | 0.3% 4 dense_1 (Dense) ||||||||||||||||||||||||||||||| 82.4% ||||||||||||||||||||||||||||||| 91.0% 4 dense_1_nl (Nonlinearity) | 0.0% | 0.0% 5 dense_2 (Dense) | 1.9% ||| 8.3% 5 dense_2_nl (Nonlinearity) | 0.0% | 0.0% 6 dense_3 (Dense) | 0.1% | 0.4% 6 dense_3_nl (Nonlinearity) | 0.0% | 0.0% ------------------------------------------------------------------------------------------------------------------------ LOAD ERROR: STM32 - read timeout 50000ms Evaluation report (summary) -------------------------------------------------- NOT EVALUATED