SEP model
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@@ -7,18 +7,6 @@ const char *i2_bin = "imuodom/layers/input2.bin";
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const char *o0_bin = "imuodom/layers/output0.bin";
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const char *o1_bin = "imuodom/layers/output1.bin";
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const char *c0_bin = "imuodom/layers/conv1d_7.bin";
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const char *c1_bin = "imuodom/layers/conv1d_8.bin";
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const char *c2_bin = "imuodom/layers/conv1d_9.bin";
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const char *c3_bin = "imuodom/layers/conv1d_10.bin";
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const char *c4_bin = "imuodom/layers/conv1d_11.bin";
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const char *c5_bin = "imuodom/layers/conv1d_12.bin";
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const char *l0_bin = "imuodom/layers/bidirectional_3.bin";
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const char *l1_bin = "imuodom/layers/bidirectional_4.bin";
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const char *d0_bin = "imuodom/layers/dense_3.bin";
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const char *d1_bin = "imuodom/layers/dense_4.bin";
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int main() {
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downloadWeightsifDoNotExist(i0_bin, "imuodom", "https://cloud.hipert.unimore.it/s/ZAy34K5w2ixED6x/download");
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@@ -26,7 +14,7 @@ int main() {
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tk::dnn::ImuOdom ImuNet;
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ImuNet.init("imuodom/layers/");
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const int N = 10000; //19513;
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const int N = 19513;
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// Network layout
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tk::dnn::dataDim_t dim0(1, 4, 1, 100);
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@@ -60,7 +48,9 @@ int main() {
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//TIMER_STOP
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// log path
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path<<ImuNet.odomPOS(0)<<" "<<ImuNet.odomPOS(1)<<" "<< ImuNet.odomPOS(2)<<"\n";
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path<<ImuNet.odomPOS(0)<<" "<<ImuNet.odomPOS(1)<<" "<< ImuNet.odomPOS(2)<<" ";
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path<<ImuNet.odomEULER(0)<<" "<<ImuNet.odomEULER(1)<<" "<< ImuNet.odomEULER(2)<<"\n";
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path.flush();
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// Print real test
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@@ -77,6 +67,7 @@ int main() {
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out1 += ImuNet.odim1.tot();
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}
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system("cat path.txt | gnuplot -p -e \"set datafile separator ' '; plot '-'\"");
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system("cat path.txt | cut -d\" \" -f1,2 | gnuplot -p -e \"set datafile separator ' '; plot '-'\"");
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system("cat path.txt | cut -d\" \" -f6 | gnuplot -p -e \"set datafile separator ' '; plot '-'\"");
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return ret_cudnn;
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}
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@@ -16,9 +16,9 @@ def bin_write(f, data):
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bin = struct.pack(fmt, *data)
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f.write(bin)
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# USE weight_exporter to generare wgs bins
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if __name__ == '__main__':
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print("DATA FORMAT: ", keras.backend.image_data_format())
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