Neural Network Tools for STM32 v1.2.0 (AI tools v5.0.0) Created date : 2020-04-09 16:21:26 Exec/report summary (validate err=-1) ------------------------------------------------------------------------------------------------------------------------ error : TOOL ERROR: Weights are incompatible with model: 2955800 loaded, 89864 found model file : C:\Users\Valerian\Downloads\model1.h5 type : keras (keras_dump) c_name : network compression : None quantize : None L2r error : NOT EVALUATED workspace dir : C:\Users\Valerian\Downloads\stm32ai_ws output dir : C:\Users\Valerian\Downloads\stm32ai_output model_name : model1 model_hash : dc582ba86ee8a11fd06b698b258a4310 input : input_0 [270 items, 1.05 KiB, ai_float, FLOAT32, (90, 3, 1)] input (total) : 1.05 KiB output : dense_3_nl [6 items, 24 B, ai_float, FLOAT32, (6,)] output (total) : 24 B params # : 738,950 items (2.82 MiB) macc : 874,970 weights (ro) : 2,955,800 (2.82 MiB) activations (rw) : 24,576 (24.00 KiB) ram (total) : 25,680 (25.08 KiB) = 24,576 + 1,080 + 24 ------------------------------------------------------------------------------------------------------------------------ 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 2,884,096 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 ------------------------------------------------------------------------------------------------------------------------ model1 p=738950(2.82 MBytes) macc=874970 rom=2.82 MBytes ram=24.00 KiB io_ram=1.08 KiB Complexity per-layer - macc=874,970 rom=2,955,800 ------------------------------------------------------------------------------------------------------------------------ id layer (type) macc rom ------------------------------------------------------------------------------------------------------------------------ 0 conv2d_1 (Conv2D) |||||| 15.6% | 0.1% 4 dense_1 (Dense) ||||||||||||||||||||||||||||||| 82.4% ||||||||||||||||||||||||||||||| 97.6% 4 dense_1_nl (Nonlinearity) | 0.0% | 0.0% 5 dense_2 (Dense) | 1.9% | 2.2% 5 dense_2_nl (Nonlinearity) | 0.0% | 0.0% 6 dense_3 (Dense) | 0.1% | 0.1% 6 dense_3_nl (Nonlinearity) | 0.0% | 0.0% ------------------------------------------------------------------------------------------------------------------------ TOOL ERROR: Weights are incompatible with model: 2955800 loaded, 89864 found Evaluation report (summary) -------------------------------------------------- NOT EVALUATED