esp-dl: model forward result is wrong (AIV-424)
Evaluating the performance on esp32s3 with PC: (it’s right,the same as fp32 model)
[outputs, _] = eva.evalute_quantized_model(img[np.newaxis, ..., np.newaxis], True)#16-bit quantization.
out=np.reshape(outputs[0],(-1))
print(out)#shape:450
out:0.250977,-0.176758,-0.112305,0.060547,-13.604492,5.455078,0.539062,0.054688,-0.067383,-0.698242,-13.085938,4.699219,0.250000,-0.012695,-0.137695,-0.631836,-13.399414,6.176758,0.595703,1.415039,-0.018555,0.151367,-13.418945,8.261719,1.035156,1.540039,-0.164062,-0.026367,-13.350586,8.171875,0.479492,1.749023,-0.130859,-0.222656,-13.000977,9.650391,0.431641,0.058594,-0.200195,0.232422,-14.308594,6.666016,0.502930,0.191406,0.130859,-0.095703,-14.264648,6.189453,0.833008,0.049805,-0.418945,0.401367,-14.893555,8.185547,0.743164,-0.220703,-0.141602,-0.321289,-14.200195,4.931641,0.870117,-0.337891,0.212891,-0.485352,-13.859375,5.105469,0.979492,-0.286133,0.034180,-0.236328,-14.085938,5.588867,1.015625,0.253906,0.083984,-0.056641,-14.302734,4.161133,1.025391,0.176758,0.255859,-0.559570,-14.336914,4.690430,1.280273,-0.026367,0.275391,-0.108398,-14.480469,4.962891,4.291992,1.449219,0.546875,-0.078125,-13.439453,9.039062,3.855469,1.469727,0.348633,-0.084961,-13.711914,9.059570,4.131836,1.147461,0.500977,0.486328,-13.538086,10.201172,0.378906,1.768555,0.241211,0.172852,8.666016,7.746094,0.380859,1.759766,0.262695,0.041016,8.466797,7.958984,0.357422,1.771484,0.107422,0.053711,8.459961,7.833984,-4.337891,1.166992,0.202148,-0.642578,-14.619141,10.533203,-4.406250,1.693359,0.235352,-0.208984,-14.652344,10.272461,-4.353516,1.301758,0.151367,-0.154297,-14.610352,10.080078,0.900391,0.170898,0.016602,0.200195,-12.057617,5.600586,1.421875,0.723633,-0.122070,-0.477539,-12.193359,5.867188,1.085938,0.234375,-0.126953,0.037109,-12.392578,6.725586,0.624023,-0.039062,-0.041992,0.211914,-11.121094,5.233398,0.722656,0.095703,0.250000,-0.235352,-11.137695,5.126953,0.708008,0.142578,0.182617,0.053711,-11.412109,5.269531,1.771484,-0.758789,0.359375,-0.288086,-13.453125,5.805664,1.934570,-0.618164,0.280273,-0.147461,-13.496094,6.825195,1.744141,-0.628906,0.019531,-0.104492,-13.276367,7.678711,0.211914,-4.602539,0.076172,-0.043945,-8.348633,7.416992,0.106445,-4.896484,0.129883,-0.166992,-8.569336,7.334961,0.215820,-4.907227,0.131836,-0.202148,-8.229492,8.449219,-1.743164,-1.010742,0.269531,-0.535156,-13.092773,8.364258,-1.802734,-0.978516,-0.004883,-0.287109,-12.891602,7.549805,-1.395508,-1.244141,0.088867,-0.257812,-12.828125,7.680664,-0.319336,0.015625,0.150391,0.029297,-14.893555,6.615234,0.051758,-0.012695,-0.026367,-0.256836,-14.662109,6.034180,-0.184570,0.041016,-0.239258,-0.239258,-14.588867,7.209961,-0.292969,-0.560547,-0.035156,0.081055,-10.958984,4.184570,0.288086,-0.710938,0.090820,0.059570,-11.273438,4.413086,0.093750,-0.500977,-0.052734,0.176758,-11.213867,4.779297,-0.445312,0.146484,0.108398,-0.066406,-12.413086,3.202148,-0.004883,0.170898,0.177734,-0.289062,-12.261719,3.977539,-0.445312,0.089844,-0.194336,-0.194336,-12.350586,4.142578,0.236328,-0.256836,0.423828,-0.028320,-13.122070,5.625000,0.226562,-0.236328,0.415039,-0.067383,-12.952148,6.209961,0.204102,-0.621094,-0.115234,-0.048828,-12.941406,6.201172,-0.166016,-0.842773,-0.023438,0.088867,-13.711914,5.881836,-0.416992,-1.128906,-0.069336,-0.123047,-13.401367,5.681641,-0.435547,-1.503906,-0.317383,-0.206055,-13.521484,6.309570,-0.154297,-0.673828,-0.059570,-0.045898,-13.975586,5.510742,0.058594,-0.664062,-0.089844,-0.256836,-14.071289,5.425781,-0.519531,-0.735352,-0.266602,-0.410156,-14.156250,5.971680,0.583008,-0.128906,-0.163086,0.156250,-9.775391,3.608398,1.410156,-0.112305,-0.159180,0.106445,-10.117188,3.995117,0.736328,-0.062500,-0.171875,0.193359,-10.370117,3.721680,0.256836,0.128906,0.281250,0.534180,-14.794922,3.031250,0.552734,0.533203,0.175781,-0.074219,-14.717773,3.645508,0.306641,0.703125,-0.022461,0.549805,-14.352539,4.047852,-0.444336,0.919922,0.137695,0.457031,-12.096680,4.141602,-0.231445,0.741211,0.120117,-0.093750,-12.156250,4.458984,-0.455078,0.503906,-0.013672,-0.171875,-12.182617,4.589844,-0.130859,-0.086914,-0.138672,0.274414,-13.085938,5.104492,-0.228516,-0.037109,-0.404297,0.127930,-13.279297,4.699219,-0.420898,-0.334961,-0.182617,0.016602,-13.584961,4.984375,-0.086914,0.042969,0.008789,0.136719,-12.492188,3.297852,-0.054688,0.145508,-0.378906,0.052734,-12.362305,3.658203,-0.293945,0.009766,0.209961,-0.098633,-12.892578,3.104492,0.348633,0.172852,0.029297,0.297852,-10.021484,3.531250,0.655273,0.160156,-0.092773,0.200195,-9.941406,4.354492,0.411133,0.197266,0.166016,0.418945,-10.635742,3.828125,
Inference on esp32s3 board: (it’s wrong)
input.set_element(IMAGE_ELEMENT).set_exponent(-8).set_shape({inpt,inpt ,1}).set_auto_free(false);
int16_t * outputs1 = model.l12.get_output().get_element_ptr();
for (int i = 0; i < size_out; i++)
{
out1[i] = outputs1[i] * pow(2.f, -10);//outputs1:int16_t,output_exponent: -10
printf("%f,",out1[i]);
}//out1 shape:450
out1:0.549805,-1.241211,0.169922,-0.018555,-0.666016,0.696289,-0.194336,0.189453,-0.766602,-0.349609,-1.056641,-1.004883,-0.450195,-0.447266,-0.557617,-0.749023,-4.623047,5.691406,1.171875,-0.820312,1.213867,0.588867,-0.869141,0.662109,-0.190430,0.782227,-1.392578,-1.647461,-1.224609,-1.661133,-1.437500,-0.892578,-0.151367,-0.990234,-5.458008,7.097656,2.157227,-1.251953,1.219727,-0.148438,-0.869141,0.468750,-0.436523,0.768555,-1.109375,-2.026367,-1.219727,-2.380859,-1.286133,-1.530273,0.166016,-0.749023,-8.664062,7.535156,1.378906,-0.590820,1.210938,0.561523,-0.833984,0.511719,0.405273,0.812500,-1.206055,-2.020508,-1.042969,-1.727539,-1.589844,-1.605469,0.192383,-0.902344,-4.768555,7.388672,1.067383,0.056641,0.660156,0.121094,-0.743164,0.620117,0.581055,1.113281,-0.726562,-1.009766,-0.819336,-0.762695,-1.132812,-1.352539,-0.046875,-0.673828,-2.571289,6.830078,0.510742,-1.624023,0.140625,-0.377930,-0.045898,0.093750,-0.055664,0.095703,0.163086,-1.355469,-0.547852,-0.291992,-0.370117,-1.310547,0.052734,0.155273,-9.000000,7.082031,1.275391,-0.990234,1.346680,0.198242,-0.507812,0.384766,0.371094,1.246094,-0.500977,-1.527344,-0.522461,-0.070312,-0.572266,-0.747070,0.041992,0.620117,-11.640625,8.946289,0.816406,-1.200195,1.885742,-0.156250,-1.082031,0.090820,0.267578,1.011719,-1.105469,-1.852539,0.013672,-0.608398,-1.378906,-0.432617,0.348633,1.232422,-13.443359,9.682617,0.599609,-1.757812,0.993164,0.351562,-1.957031,-0.300781,0.260742,0.834961,-1.486328,-1.280273,0.865234,0.009766,-1.312500,-0.825195,1.012695,1.595703,-12.542969,10.609375,0.597656,-1.358398,1.641602,-0.085938,-0.877930,-0.272461,0.275391,0.857422,-1.203125,-1.593750,0.028320,-0.637695,-1.505859,-0.522461,0.634766,1.991211,-10.746094,7.693359,-0.605469,-1.333984,0.066406,-0.362305,0.245117,0.119141,-0.010742,-0.272461,0.485352,-1.029297,-0.289062,-0.482422,-0.249023,-0.934570,-0.024414,0.165039,-10.249023,6.854492,0.093750,-0.561523,1.747070,0.697266,0.214844,0.922852,0.856445,0.768555,-0.049805,-1.680664,-0.746094,0.059570,-0.671875,-0.612305,0.116211,1.152344,-13.830078,8.681641,-0.106445,-0.728516,2.425781,0.135742,-0.655273,0.592773,0.680664,0.713867,-0.736328,-1.744141,-0.336914,-0.208008,-1.202148,-0.038086,0.354492,0.908203,-13.674805,9.208984,0.468750,-1.246094,1.973633,0.610352,-1.061523,0.052734,0.708008,0.866211,-1.512695,-2.003906,-0.215820,-0.174805,-1.847656,-0.906250,0.546875,0.987305,-13.402344,10.451172,0.520508,-0.738281,1.978516,0.197266,-0.337891,0.570312,0.486328,1.144531,-0.921875,-1.169922,-0.350586,-0.568359,-1.391602,-0.223633,0.850586,2.466797,-11.069336,7.992188,-0.254883,-0.932617,0.273438,0.158203,0.091797,-0.000977,0.075195,-0.194336,0.958008,-0.965820,-0.527344,0.012695,-0.253906,-0.635742,-0.081055,1.140625,-8.752930,6.943359,-0.205078,-0.856445,1.557617,0.276367,-0.104492,0.821289,0.785156,0.668945,0.666016,-1.317383,-0.953125,-0.066406,-0.490234,-0.706055,0.291992,1.877930,-12.208008,8.849609,0.125977,-1.194336,2.051758,-0.049805,-1.043945,0.330078,0.526367,0.644531,-0.369141,-1.595703,-0.398438,0.426758,-0.838867,-0.175781,0.179688,1.163086,-14.944336,9.537109,0.733398,-1.424805,1.419922,0.348633,-0.996094,0.195312,0.715820,0.625000,-1.125977,-1.449219,0.161133,0.077148,-1.185547,-0.895508,0.518555,1.375977,-16.243164,10.588867,0.243164,-0.939453,1.442383,-0.168945,-0.097656,0.757812,0.426758,1.349609,-0.675781,-1.060547,-0.209961,-0.237305,-0.814453,-0.063477,0.644531,3.052734,-12.355469,7.920898,-0.048828,-0.822266,-0.648438,0.552734,0.835938,0.882812,0.596680,1.190430,0.765625,-0.390625,-0.323242,0.310547,-0.655273,-0.267578,0.546875,1.336914,-9.912109,6.797852,-0.807617,-1.009766,-0.413086,0.136719,1.518555,0.749023,0.682617,0.314453,1.030273,-1.043945,-0.947266,0.436523,-0.183594,-0.944336,0.376953,2.542969,-12.607422,7.548828,-1.164062,-1.224609,-0.322266,-0.125977,0.206055,0.341797,0.208984,0.052734,0.747070,-1.153320,-0.449219,0.421875,-0.169922,-1.091797,0.254883,2.485352,-16.666016,8.030273,-0.010742,-1.564453,-0.604492,0.040039,0.478516,-0.025391,0.370117,0.088867,0.128906,-1.103516,-0.310547,0.899414,-0.122070,-1.131836,-0.104492,2.301758,-17.416016,8.430664,0.691406,-1.036133,0.039062,-0.314453,0.119141,-0.195312,-0.740234,0.311523,-0.740234,-0.640625,-0.713867,-0.120117,-0.731445,-0.788086,-0.265625,2.136719,-15.479492,7.072266,
img(range is [0,1]) and IMAGE_ELEMENT(int16_t) is the same picture:
int16_t IMAGE_ELEMENT[] = {
12, 11, 11, 11, 11, 11, 11, 11, 13, 13, 13, 13, 13, 13, 13, 13, 13, 12, 11, 11, 11, 11, 11, 10, 12, 13, 14, 14, 13, 12, 13, 14,
12, 13, 14, 13, 13, 14, 14, 13, 16, 15, 14, 13, 13, 13, 13, 14, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 14, 15, 16, 15, 14, 13,
13, 12, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 12, 13, 13, 13, 13, 13, 13, 13, 13,
13, 13, 11, 11, 11, 11, 11, 11, 12, 13, 13, 13, 13, 13, 13, 14, 13, 14, 14, 14, 14, 15, 15, 14, 14, 14, 14, 13, 13, 13, 13, 13,
13, 13, 14, 14, 14, 13, 13, 13, 13, 13, 14, 14, 15, 14, 13, 13, 14, 12, 11, 11, 11, 11, 10, 11, 11, 11, 11, 11, 11, 11, 11, 11,
9, 10, 11, 11, 11, 11, 11, 12, 13, 13, 13, 13, 13, 13, 13, 13, 14, 13, 12, 11, 11, 12, 12, 12, 13, 13, 14, 13, 13, 13, 14, 15,
13, 14, 14, 14, 14, 15, 15, 15, 15, 16, 16, 16, 15, 15, 15, 15, 14, 14, 14, 14, 13, 13, 13, 13, 13, 14, 14, 14, 14, 14, 14, 15,
14, 13, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 9, 10, 11, 11, 11, 10, 11, 12, 12, 12, 13, 13, 13, 13, 13, 13,
14, 13, 12, 12, 12, 12, 12, 13, 13, 13, 14, 14, 14, 14, 14, 15, 14, 14, 14, 14, 15, 15, 15, 15, 14, 15, 16, 15, 15, 14, 15, 15,
14, 14, 14, 14, 14, 13, 13, 13, 13, 14, 15, 15, 15, 15, 16, 16, 14, 13, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11,
9, 10, 11, 11, 11, 10, 10, 11, 12, 12, 12, 12, 12, 13, 13, 13, 13, 13, 13, 12, 12, 12, 13, 13, 12, 13, 14, 14, 14, 15, 15, 15,
16, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 16, 15, 15, 15, 15, 15, 14, 14, 14, 13, 14, 15, 15, 15, 15, 15, 15,
15, 13, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 10, 11, 11, 11, 10, 10, 10, 11, 12, 12, 12, 12, 12, 11, 11, 11,
12, 12, 13, 13, 13, 13, 13, 13, 12, 13, 14, 15, 16, 16, 16, 16, 15, 15, 14, 15, 15, 14, 14, 15, 15, 15, 15, 15, 15, 15, 15, 15,
15, 15, 15, 15, 14, 14, 14, 14, 14, 15, 15, 16, 16, 15, 15, 15, 16, 14, 11, 11, 11, 11, 11, 10, 11, 11, 11, 11, 11, 11, 11, 11,
11, 11, 11, 11, 10, 10, 11, 11, 12, 12, 11, 11, 11, 11, 11, 11, 11, 12, 13, 13, 13, 13, 13, 13, 13, 13, 14, 15, 15, 16, 16, 16,
14, 13, 13, 13, 13, 13, 13, 14, 13, 13, 13, 13, 13, 13, 13, 12, 13, 13, 13, 13, 13, 13, 13, 13, 15, 15, 15, 15, 16, 16, 16, 16,
16, 13, 11, 11, 11, 11, 11, 11, 12, 12, 12, 12, 12, 12, 12, 12, 11, 11, 10, 10, 10, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11,
11, 12, 13, 14, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 12, 12, 13, 13, 13, 13, 14, 16, 15, 15, 16, 16, 16, 14, 13,
13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 15, 16, 16, 16, 15, 12, 10, 10, 12, 12, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13,
11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 10, 12, 11, 17, 13, 12, 14, 13, 10, 11, 15, 11, 13, 15, 11, 12,
12, 15, 10, 21, 35, 69, 73, 97, 99, 87, 93, 95, 97, 91, 94, 54, 65, 46, 22, 14, 13, 13, 16, 12, 12, 14, 14, 11, 15, 12, 12, 18,
15, 14, 12, 10, 10, 13, 14, 10, 12, 11, 11, 11, 11, 11, 11, 12, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11,
10, 10, 12, 9, 11, 12, 12, 11, 15, 12, 11, 15, 13, 13, 14, 18, 35, 78, 89, 109, 107, 114, 111, 115, 110, 115, 103, 108, 114, 110, 115, 115,
117, 113, 106, 94, 83, 51, 10, 13, 16, 13, 9, 15, 13, 11, 16, 10, 13, 12, 14, 14, 12, 12, 13, 13, 12, 12, 12, 12, 12, 12, 12, 12,
11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 13, 13, 6, 14, 14, 13, 12, 13, 12, 9, 17, 11, 14, 65, 95, 107,
109, 120, 115, 111, 111, 102, 105, 105, 103, 104, 101, 39, 98, 119, 66, 105, 107, 105, 115, 123, 120, 119, 108, 78, 26, 17, 15, 14, 12, 16, 11, 12,
13, 11, 13, 15, 13, 11, 12, 13, 12, 12, 13, 13, 13, 13, 12, 12, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11,
9, 13, 12, 10, 15, 12, 15, 12, 14, 18, 12, 65, 111, 120, 117, 118, 116, 110, 111, 120, 116, 101, 126, 120, 121, 63, 134, 66, 118, 126, 126, 136,
93, 55, 38, 117, 116, 115, 124, 124, 128, 90, 37, 12, 15, 11, 13, 17, 15, 12, 12, 13, 13, 13, 13, 12, 12, 13, 13, 13, 13, 13, 13, 12,
11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 10, 11, 13, 13, 11, 16, 11, 15, 15, 87, 107, 118, 120, 115, 117, 120,
118, 128, 135, 131, 129, 129, 118, 141, 140, 131, 142, 87, 141, 139, 135, 140, 134, 87, 132, 116, 136, 129, 127, 104, 126, 130, 119, 95, 8, 14, 15, 10,
14, 12, 13, 13, 13, 14, 14, 12, 13, 13, 13, 13, 13, 13, 13, 13, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 12,
11, 16, 10, 14, 11, 14, 20, 12, 105, 118, 129, 124, 115, 125, 124, 127, 136, 137, 135, 140, 138, 144, 139, 145, 141, 143, 137, 142, 140, 145, 141, 144,
145, 136, 146, 95, 134, 134, 135, 90, 133, 120, 134, 147, 104, 94, 18, 12, 11, 12, 14, 14, 12, 13, 14, 13, 13, 13, 13, 13, 13, 13, 13, 13,
11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 12, 12, 15, 10, 14, 16, 15, 19, 78, 115, 119, 121, 111, 114, 122, 130, 140, 141,
136, 140, 140, 147, 146, 123, 85, 76, 80, 78, 92, 104, 146, 155, 156, 141, 149, 149, 152, 145, 153, 143, 127, 89, 140, 136, 102, 124, 127, 130, 98, 10,
18, 14, 13, 13, 12, 12, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 12, 12, 12,
13, 14, 15, 14, 19, 104, 115, 126, 120, 114, 118, 132, 136, 138, 146, 143, 142, 136, 79, 75, 79, 79, 72, 81, 80, 76, 117, 35, 26, 34, 36, 29,
11, 85, 154, 148, 149, 153, 150, 148, 151, 97, 75, 132, 80, 137, 138, 128, 30, 18, 11, 12, 14, 14, 13, 12, 12, 13, 13, 14, 14, 13, 13, 12,
11, 11, 11, 11, 11, 11, 11, 11, 10, 13, 8, 13, 10, 12, 13, 13, 13, 14, 13, 7, 115, 120, 124, 119, 60, 126, 132, 142, 144, 140, 133, 98,
79, 82, 79, 78, 77, 98, 83, 78, 84, 83, 85, 118, 25, 39, 201, 37, 28, 25, 25, 34, 83, 153, 157, 157, 152, 151, 153, 137, 132, 131, 137, 132,
120, 59, 15, 11, 15, 16, 14, 11, 14, 13, 13, 12, 13, 13, 13, 12, 11, 11, 11, 11, 11, 11, 11, 11, 12, 9, 11, 11, 11, 20, 11, 14,
15, 9, 17, 108, 119, 127, 122, 63, 47, 131, 139, 144, 141, 85, 77, 82, 85, 78, 83, 77, 93, 84, 80, 89, 81, 87, 85, 86, 22, 96, 197, 193,
17, 39, 24, 20, 26, 34, 30, 153, 156, 155, 158, 149, 148, 77, 81, 135, 138, 133, 73, 18, 16, 12, 17, 16, 14, 14, 13, 13, 14, 14, 13, 13,
11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 15, 10, 11, 10, 16, 11, 12, 19, 112, 116, 123, 117, 115, 141, 111, 132, 135, 115, 83, 79, 83, 77,
82, 84, 101, 98, 87, 85, 87, 85, 85, 85, 87, 86, 88, 26, 116, 195, 193, 61, 25, 34, 30, 39, 25, 26, 120, 146, 156, 149, 154, 84, 144, 133,
125, 151, 135, 31, 17, 15, 15, 12, 15, 14, 14, 15, 15, 15, 14, 13, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 14, 14, 15, 10, 18,
19, 78, 119, 124, 121, 121, 133, 138, 101, 138, 96, 78, 81, 79, 79, 85, 85, 86, 90, 84, 85, 86, 90, 89, 89, 87, 86, 91, 90, 104, 38, 188,
44, 37, 30, 24, 27, 27, 23, 49, 27, 18, 166, 156, 149, 154, 148, 93, 99, 129, 150, 131, 19, 14, 17, 15, 15, 15, 15, 15, 15, 15, 15, 14,
11, 11, 11, 11, 11, 11, 11, 11, 12, 10, 13, 14, 11, 14, 15, 14, 78, 119, 124, 123, 119, 128, 138, 140, 139, 83, 77, 82, 83, 86, 84, 87,
85, 87, 87, 89, 91, 92, 93, 90, 86, 31, 31, 33, 92, 93, 156, 30, 22, 193, 125, 27, 30, 26, 33, 30, 52, 21, 28, 155, 155, 156, 155, 97,
161, 127, 109, 144, 123, 24, 13, 17, 16, 16, 15, 15, 15, 15, 15, 15, 11, 11, 11, 11, 11, 11, 11, 11, 7, 12, 16, 12, 14, 14, 19, 70,
112, 128, 120, 118, 132, 142, 141, 132, 72, 84, 81, 86, 84, 81, 87, 87, 89, 87, 89, 97, 89, 87, 96, 94, 46, 28, 37, 45, 46, 117, 95, 125,
13, 25, 199, 35, 26, 26, 162, 23, 25, 203, 33, 24, 115, 150, 159, 156, 101, 108, 141, 148, 142, 92, 20, 15, 17, 17, 16, 15, 15, 15, 15, 15,
11, 11, 11, 11, 11, 11, 11, 11, 12, 17, 11, 11, 12, 11, 19, 120, 120, 130, 114, 136, 137, 142, 140, 78, 85, 80, 85, 85, 77, 96, 89, 93,
92, 88, 92, 98, 118, 92, 96, 99, 36, 36, 41, 38, 36, 65, 102, 114, 31, 31, 112, 129, 31, 66, 27, 200, 201, 26, 156, 51, 55, 112, 154, 155,
152, 158, 149, 55, 150, 146, 55, 20, 18, 17, 17, 16, 16, 16, 15, 15, 11, 11, 11, 11, 11, 11, 11, 11, 13, 13, 11, 15, 17, 14, 115, 117,
127, 121, 132, 137, 140, 133, 79, 84, 83, 87, 87, 84, 87, 87, 87, 94, 95, 99, 94, 94, 98, 93, 101, 96, 108, 34, 37, 132, 119, 41, 95, 108,
84, 25, 18, 53, 184, 22, 35, 32, 85, 187, 21, 101, 28, 65, 140, 168, 162, 155, 130, 140, 87, 142, 139, 20, 18, 18, 17, 17, 17, 17, 16, 15,
11, 11, 11, 11, 11, 12, 12, 12, 13, 14, 11, 13, 15, 20, 108, 127, 124, 123, 138, 139, 145, 81, 81, 83, 85, 95, 71, 89, 86, 87, 94, 103,
98, 95, 98, 108, 102, 101, 101, 101, 101, 81, 34, 181, 27, 195, 39, 104, 102, 114, 30, 202, 141, 169, 57, 28, 31, 32, 190, 104, 18, 26, 40, 179,
168, 161, 155, 146, 150, 138, 146, 99, 24, 20, 18, 17, 14, 19, 17, 16, 11, 11, 11, 11, 11, 12, 12, 12, 11, 15, 14, 17, 22, 114, 126, 132,
120, 137, 143, 138, 92, 87, 83, 86, 84, 105, 175, 145, 94, 95, 93, 92, 99, 98, 107, 104, 113, 104, 97, 107, 108, 105, 51, 30, 41, 98, 46, 32,
98, 102, 174, 58, 233, 201, 110, 44, 70, 76, 103, 174, 20, 49, 29, 31, 164, 169, 157, 153, 65, 102, 144, 138, 20, 20, 17, 19, 24, 16, 18, 17,
11, 11, 11, 11, 11, 12, 12, 13, 12, 11, 19, 20, 12, 123, 132, 122, 135, 141, 142, 138, 80, 88, 88, 94, 166, 172, 186, 181, 109, 94, 98, 105,
102, 106, 110, 103, 107, 103, 106, 112, 118, 109, 110, 39, 26, 24, 196, 55, 38, 110, 116, 186, 32, 181, 118, 29, 41, 29, 102, 20, 198, 187, 34, 34,
50, 163, 172, 166, 65, 152, 135, 136, 138, 24, 22, 22, 16, 20, 12, 20, 11, 11, 11, 11, 11, 12, 13, 13, 14, 13, 33, 29, 125, 122, 134, 126,
143, 142, 141, 81, 82, 88, 87, 183, 173, 183, 53, 182, 184, 93, 106, 104, 103, 102, 113, 128, 111, 109, 113, 111, 111, 115, 113, 110, 36, 51, 46, 216,
55, 53, 109, 113, 67, 123, 58, 217, 38, 47, 32, 145, 8, 208, 30, 36, 30, 177, 168, 163, 158, 109, 140, 156, 135, 36, 21, 18, 20, 25, 19, 19,
11, 11, 11, 11, 12, 12, 13, 13, 13, 14, 12, 28, 119, 125, 130, 138, 146, 149, 117, 79, 88, 87, 190, 180, 183, 18, 42, 20, 190, 191, 86, 108,
108, 112, 114, 111, 117, 114, 115, 168, 104, 112, 105, 98, 114, 40, 141, 239, 28, 29, 101, 115, 111, 21, 93, 219, 161, 42, 39, 31, 147, 49, 32, 88,
30, 14, 164, 168, 161, 153, 161, 145, 143, 118, 24, 24, 20, 16, 21, 21, 11, 11, 11, 12, 12, 13, 13, 13, 13, 10, 21, 122, 118, 140, 125, 143,
146, 148, 83, 84, 88, 166, 177, 175, 54, 183, 69, 201, 17, 199, 201, 108, 113, 108, 117, 119, 109, 126, 106, 224, 128, 122, 104, 213, 118, 134, 48, 202,
230, 216, 39, 120, 136, 113, 38, 21, 38, 222, 49, 37, 52, 207, 182, 17, 15, 33, 187, 169, 183, 162, 172, 134, 145, 139, 33, 23, 25, 25, 19, 20,
11, 11, 12, 13, 13, 13, 13, 13, 14, 13, 17, 112, 133, 132, 136, 152, 153, 143, 88, 84, 86, 195, 182, 69, 50, 204, 200, 102, 149, 40, 205, 201,
117, 111, 120, 122, 122, 122, 123, 119, 181, 122, 126, 103, 232, 127, 103, 51, 184, 26, 39, 49, 121, 123, 163, 39, 214, 162, 87, 40, 28, 15, 41, 36,
22, 44, 27, 181, 172, 172, 161, 152, 153, 145, 20, 26, 23, 19, 20, 24, 11, 11, 12, 13, 14, 13, 13, 12, 12, 14, 24, 128, 133, 137, 147, 146,
152, 87, 111, 92, 89, 98, 198, 181, 192, 202, 20, 65, 34, 205, 200, 101, 115, 116, 127, 123, 121, 129, 126, 128, 130, 223, 137, 224, 161, 120, 132, 62,
42, 40, 56, 218, 32, 126, 124, 205, 45, 116, 62, 18, 42, 31, 42, 18, 213, 26, 34, 175, 176, 172, 176, 160, 152, 133, 136, 32, 23, 24, 22, 22,
11, 11, 11, 13, 13, 13, 13, 13, 12, 20, 59, 131, 139, 137, 148, 152, 161, 83, 88, 91, 94, 94, 98, 201, 187, 108, 214, 43, 202, 203, 118, 113,
117, 121, 123, 131, 128, 127, 131, 134, 133, 154, 225, 180, 107, 222, 125, 129, 33, 41, 123, 66, 182, 51, 133, 128, 108, 120, 49, 53, 30, 34, 33, 119,
35, 29, 44, 139, 176, 175, 84, 165, 142, 150, 134, 34, 26, 24, 21, 22, 11, 11, 12, 13, 13, 13, 13, 13, 13, 16, 134, 131, 146, 136, 155, 153,
131, 88, 86, 85, 99, 92, 100, 109, 198, 197, 44, 204, 215, 113, 113, 117, 125, 121, 125, 135, 127, 138, 134, 241, 135, 132, 140, 182, 230, 128, 222, 240,
130, 37, 49, 147, 25, 34, 99, 133, 129, 15, 209, 13, 90, 39, 30, 35, 36, 30, 31, 21, 171, 177, 168, 164, 113, 153, 143, 43, 21, 25, 22, 22,
12, 12, 12, 13, 13, 13, 13, 13, 17, 17, 94, 137, 142, 145, 159, 152, 85, 87, 89, 109, 100, 96, 95, 103, 104, 195, 200, 199, 112, 117, 118, 121,
122, 130, 125, 126, 138, 136, 133, 227, 148, 137, 139, 232, 138, 126, 228, 235, 138, 128, 48, 54, 212, 215, 59, 126, 132, 126, 35, 229, 35, 151, 41, 32,
30, 33, 30, 38, 178, 176, 172, 115, 142, 149, 142, 44, 25, 27, 21, 25, 13, 12, 13, 13, 13, 13, 13, 13, 16, 26, 119, 142, 142, 149, 153, 162,
87, 86, 96, 89, 104, 98, 99, 100, 106, 107, 128, 107, 112, 115, 125, 122, 127, 134, 128, 133, 117, 121, 128, 223, 250, 237, 133, 135, 244, 128, 139, 197,
179, 130, 136, 53, 65, 245, 158, 52, 130, 133, 138, 50, 116, 221, 201, 47, 35, 30, 37, 43, 187, 176, 170, 135, 73, 153, 144, 40, 32, 24, 24, 24,
13, 13, 13, 13, 13, 13, 13, 13, 14, 33, 135, 139, 143, 155, 158, 155, 87, 88, 90, 98, 101, 103, 104, 103, 105, 108, 109, 118, 118, 119, 125, 121,
128, 127, 136, 132, 131, 165, 130, 228, 215, 133, 217, 143, 129, 222, 238, 229, 145, 222, 137, 129, 53, 88, 229, 212, 44, 124, 132, 214, 35, 189, 200, 96,
33, 34, 37, 91, 182, 175, 177, 96, 120, 148, 138, 76, 34, 24, 29, 23, 13, 12, 12, 13, 13, 13, 13, 14, 19, 19, 134, 137, 146, 153, 164, 164,
87, 94, 94, 92, 98, 103, 107, 102, 111, 110, 108, 114, 119, 119, 118, 74, 140, 135, 130, 131, 138, 139, 219, 143, 127, 116, 237, 140, 142, 142, 147, 138,
229, 224, 136, 147, 77, 55, 210, 167, 43, 34, 130, 118, 175, 24, 223, 40, 204, 45, 32, 31, 116, 172, 171, 169, 166, 145, 147, 96, 38, 30, 23, 25,
13, 12, 12, 13, 13, 13, 13, 14, 19, 33, 135, 146, 143, 154, 160, 160, 98, 94, 95, 94, 102, 100, 106, 108, 116, 104, 58, 62, 68, 55, 131, 132,
151, 129, 135, 137, 132, 141, 133, 114, 234, 231, 107, 230, 146, 139, 142, 141, 226, 241, 227, 237, 143, 45, 61, 54, 29, 47, 73, 120, 123, 55, 42, 119,
42, 217, 47, 31, 49, 174, 173, 101, 151, 147, 146, 100, 41, 27, 28, 23, 13, 12, 12, 13, 13, 13, 14, 14, 19, 49, 138, 142, 146, 159, 164, 160,
89, 92, 94, 98, 98, 106, 102, 53, 111, 68, 53, 66, 80, 57, 128, 115, 48, 130, 136, 134, 131, 135, 131, 127, 232, 139, 227, 145, 231, 144, 141, 228,
155, 142, 133, 246, 177, 136, 52, 208, 213, 78, 46, 124, 126, 120, 20, 128, 121, 26, 210, 44, 33, 172, 177, 110, 162, 142, 139, 115, 40, 29, 23, 27,
13, 13, 13, 13, 13, 13, 14, 14, 19, 71, 132, 147, 134, 159, 163, 169, 91, 95, 94, 115, 102, 100, 58, 55, 72, 75, 67, 68, 76, 78, 83, 82,
74, 233, 58, 126, 136, 135, 138, 138, 135, 237, 146, 123, 232, 146, 147, 148, 145, 145, 233, 172, 177, 207, 130, 47, 44, 223, 208, 55, 127, 117, 44, 173,
39, 76, 209, 24, 31, 174, 170, 129, 137, 143, 144, 115, 37, 31, 25, 26, 13, 13, 13, 13, 13, 13, 14, 15, 19, 45, 129, 148, 144, 163, 160, 166,
88, 94, 98, 97, 100, 65, 67, 63, 73, 82, 211, 82, 75, 79, 229, 69, 87, 74, 49, 88, 150, 134, 138, 142, 141, 143, 145, 236, 130, 232, 235, 147,
144, 194, 237, 229, 232, 132, 125, 134, 61, 61, 223, 55, 55, 115, 32, 58, 48, 35, 33, 33, 43, 173, 176, 140, 85, 139, 150, 114, 38, 31, 26, 26,
13, 13, 13, 13, 13, 13, 14, 15, 17, 29, 133, 150, 147, 157, 162, 167, 83, 95, 104, 103, 99, 169, 61, 70, 58, 182, 219, 225, 59, 80, 58, 232,
64, 80, 103, 78, 240, 87, 130, 138, 145, 141, 136, 236, 188, 141, 132, 143, 143, 138, 137, 136, 221, 217, 193, 131, 97, 48, 49, 199, 224, 50, 116, 113,
200, 51, 30, 34, 100, 176, 169, 88, 80, 150, 148, 101, 40, 30, 27, 29, 13, 13, 13, 13, 13, 13, 14, 15, 19, 33, 134, 147, 151, 159, 169, 160,
91, 92, 104, 97, 43, 49, 63, 63, 62, 68, 214, 77, 204, 75, 80, 189, 46, 87, 76, 76, 81, 223, 62, 133, 145, 140, 145, 148, 149, 230, 246, 234,
172, 138, 140, 241, 233, 137, 131, 132, 129, 54, 50, 41, 213, 53, 30, 115, 115, 140, 44, 27, 186, 174, 176, 111, 88, 147, 149, 90, 43, 28, 31, 24,
13, 13, 13, 13, 13, 13, 14, 15, 16, 39, 138, 147, 154, 161, 169, 160, 92, 96, 100, 103, 49, 56, 65, 67, 72, 70, 82, 219, 70, 237, 55, 81,
222, 199, 77, 78, 81, 78, 218, 104, 137, 143, 144, 144, 140, 237, 137, 138, 222, 138, 136, 136, 133, 131, 130, 131, 129, 131, 30, 39, 54, 45, 47, 87,
121, 111, 76, 47, 174, 174, 166, 96, 86, 153, 142, 44, 36, 28, 29, 29, 13, 13, 13, 13, 13, 13, 14, 15, 14, 37, 135, 144, 153, 158, 165, 170,
82, 98, 99, 95, 49, 66, 61, 60, 70, 75, 72, 65, 95, 219, 215, 249, 75, 87, 229, 83, 88, 75, 87, 226, 160, 142, 142, 146, 144, 226, 126, 225,
126, 139, 135, 142, 136, 133, 132, 131, 130, 126, 125, 38, 50, 50, 40, 107, 113, 115, 107, 40, 170, 170, 182, 167, 152, 156, 131, 42, 39, 27, 28, 25,
13, 13, 13, 13, 13, 13, 14, 15, 18, 32, 117, 139, 156, 154, 165, 169, 82, 88, 102, 95, 36, 60, 55, 55, 68, 74, 204, 73, 69, 60, 80, 195,
178, 80, 224, 240, 81, 74, 78, 87, 59, 137, 146, 143, 140, 119, 222, 141, 136, 137, 138, 138, 132, 134, 132, 132, 129, 124, 123, 124, 41, 50, 32, 112,
111, 115, 112, 90, 175, 172, 101, 85, 137, 154, 138, 52, 34, 27, 30, 29, 13, 13, 13, 13, 13, 13, 14, 14, 13, 31, 110, 143, 159, 144, 166, 165,
157, 93, 102, 96, 55, 60, 63, 58, 92, 204, 217, 145, 102, 129, 231, 80, 86, 187, 82, 233, 132, 83, 78, 79, 64, 71, 136, 136, 141, 160, 145, 134,
140, 132, 132, 136, 132, 134, 129, 128, 126, 130, 125, 121, 121, 115, 112, 112, 111, 120, 108, 89, 171, 176, 159, 165, 149, 150, 116, 47, 32, 31, 28, 27,
13, 13, 13, 13, 13, 13, 14, 15, 16, 22, 43, 144, 154, 152, 165, 167, 164, 90, 97, 96, 48, 49, 59, 62, 69, 78, 210, 111, 177, 72, 170, 76,
216, 159, 55, 82, 52, 180, 77, 78, 79, 163, 134, 136, 136, 131, 145, 148, 136, 134, 129, 132, 134, 135, 131, 123, 124, 127, 122, 120, 121, 122, 117, 112,
110, 140, 113, 178, 172, 177, 184, 91, 154, 149, 83, 52, 28, 28, 28, 30, 13, 13, 13, 13, 12, 13, 13, 14, 14, 24, 46, 145, 148, 160, 164, 169,
165, 92, 97, 97, 100, 78, 54, 59, 69, 68, 57, 70, 234, 219, 67, 210, 71, 223, 239, 84, 70, 196, 57, 85, 76, 60, 64, 137, 131, 135, 130, 148,
149, 129, 132, 133, 132, 126, 132, 132, 127, 124, 127, 122, 121, 113, 113, 111, 108, 110, 99, 169, 176, 172, 111, 129, 153, 148, 62, 41, 33, 32, 27, 25,
13, 13, 13, 13, 13, 13, 13, 14, 14, 14, 32, 118, 154, 160, 152, 163, 168, 173, 97, 95, 92, 108, 58, 61, 62, 65, 72, 205, 206, 51, 231, 48,
69, 134, 239, 217, 57, 59, 229, 82, 81, 76, 50, 130, 141, 155, 150, 131, 182, 152, 139, 128, 130, 134, 136, 138, 127, 128, 127, 112, 125, 120, 110, 109,
109, 106, 137, 168, 186, 175, 109, 149, 154, 149, 49, 41, 28, 28, 31, 25, 13, 13, 13, 13, 13, 14, 14, 15, 17, 16, 29, 66, 140, 147, 159, 167,
170, 161, 91, 107, 105, 74, 61, 61, 58, 68, 75, 90, 56, 82, 123, 213, 81, 236, 49, 69, 225, 73, 125, 180, 86, 87, 235, 130, 130, 135, 154, 141,
132, 180, 138, 139, 126, 128, 133, 125, 124, 150, 123, 129, 118, 115, 113, 112, 117, 102, 168, 177, 99, 88, 156, 157, 148, 125, 51, 31, 29, 30, 26, 24,
13, 13, 13, 13, 13, 13, 14, 15, 15, 13, 24, 52, 131, 147, 161, 159, 171, 167, 148, 95, 103, 94, 166, 58, 62, 93, 82, 104, 80, 218, 209, 56,
231, 72, 86, 230, 129, 223, 80, 166, 135, 85, 61, 110, 126, 132, 140, 136, 145, 128, 141, 131, 128, 129, 128, 127, 121, 121, 117, 123, 114, 113, 114, 110,
104, 158, 172, 177, 169, 165, 152, 156, 154, 61, 46, 29, 30, 25, 23, 27, 13, 13, 13, 12, 12, 12, 13, 14, 15, 16, 23, 37, 135, 146, 155, 159,
167, 167, 169, 97, 95, 111, 88, 62, 72, 85, 200, 62, 63, 88, 68, 203, 205, 203, 78, 58, 217, 65, 236, 87, 142, 81, 69, 60, 125, 116, 131, 139,
141, 132, 123, 132, 129, 123, 123, 118, 122, 121, 124, 119, 119, 105, 111, 104, 102, 170, 172, 174, 168, 163, 162, 155, 163, 51, 30, 28, 23, 29, 30, 25,
13, 13, 13, 13, 12, 13, 13, 14, 15, 16, 12, 31, 57, 139, 159, 159, 160, 167, 167, 165, 99, 103, 98, 67, 67, 88, 194, 199, 79, 71, 74, 189,
217, 109, 62, 77, 215, 46, 223, 71, 88, 70, 80, 51, 120, 118, 122, 131, 143, 134, 124, 130, 128, 124, 119, 120, 117, 118, 112, 110, 112, 119, 101, 106,
171, 175, 177, 171, 168, 150, 161, 157, 66, 47, 29, 29, 25, 30, 24, 23, 13, 13, 13, 13, 13, 14, 15, 15, 13, 16, 16, 25, 47, 141, 155, 155,
158, 168, 171, 169, 123, 96, 107, 89, 146, 75, 93, 221, 156, 57, 69, 160, 36, 227, 125, 185, 57, 140, 175, 166, 74, 69, 70, 58, 116, 116, 118, 122,
127, 150, 124, 126, 121, 122, 120, 114, 113, 114, 113, 110, 113, 100, 107, 115, 169, 172, 177, 166, 158, 162, 158, 131, 55, 31, 27, 25, 27, 25, 22, 26,
12, 13, 13, 13, 13, 14, 14, 15, 15, 15, 15, 15, 31, 67, 141, 150, 160, 157, 167, 166, 165, 97, 109, 109, 89, 207, 59, 56, 68, 61, 61, 59,
66, 58, 64, 207, 68, 147, 184, 216, 151, 62, 45, 93, 118, 123, 121, 124, 129, 135, 119, 122, 115, 118, 116, 115, 111, 116, 111, 109, 110, 108, 78, 170,
170, 171, 176, 159, 158, 159, 151, 62, 40, 27, 26, 26, 24, 26, 24, 24, 12, 13, 13, 13, 13, 14, 14, 15, 16, 14, 15, 18, 20, 51, 81, 145,
156, 164, 162, 167, 164, 159, 98, 102, 98, 94, 189, 63, 61, 64, 55, 76, 76, 207, 194, 40, 69, 65, 72, 210, 60, 72, 204, 107, 111, 118, 123, 128,
128, 125, 125, 120, 113, 116, 131, 107, 106, 110, 107, 106, 100, 98, 170, 170, 170, 172, 165, 151, 163, 155, 92, 53, 32, 23, 25, 26, 23, 24, 23, 22,
12, 13, 13, 13, 13, 14, 15, 15, 14, 16, 17, 17, 17, 26, 60, 150, 150, 152, 159, 164, 171, 162, 166, 99, 101, 90, 143, 97, 55, 54, 60, 69,
114, 88, 65, 60, 62, 65, 67, 51, 62, 61, 52, 103, 106, 113, 114, 124, 113, 110, 120, 115, 111, 184, 207, 140, 108, 105, 104, 105, 108, 167, 170, 166,
164, 169, 153, 165, 151, 206, 62, 43, 26, 22, 25, 25, 22, 23, 23, 22, 12, 12, 13, 13, 13, 14, 15, 15, 16, 13, 17, 14, 16, 18, 45, 62,
146, 150, 155, 158, 163, 170, 163, 159, 102, 107, 93, 95, 41, 68, 60, 58, 66, 63, 66, 61, 59, 53, 65, 66, 65, 117, 99, 112, 109, 111, 106, 103,
110, 112, 110, 107, 110, 122, 141, 100, 109, 104, 96, 93, 162, 170, 156, 166, 167, 157, 158, 154, 191, 68, 42, 24, 24, 23, 25, 23, 20, 22, 23, 21,
12, 12, 13, 13, 13, 14, 15, 15, 15, 15, 15, 14, 20, 14, 17, 50, 76, 134, 145, 155, 155, 166, 164, 162, 147, 95, 96, 91, 90, 71, 52, 54,
56, 54, 57, 59, 57, 54, 58, 72, 111, 95, 95, 99, 101, 104, 106, 106, 105, 101, 105, 103, 104, 109, 100, 106, 96, 97, 76, 158, 170, 71, 98, 151,
147, 156, 155, 151, 62, 38, 26, 25, 23, 23, 22, 22, 20, 21, 22, 19, 11, 12, 12, 13, 13, 14, 15, 15, 15, 13, 17, 17, 17, 20, 19, 28,
51, 107, 148, 151, 151, 151, 169, 157, 166, 151, 125, 88, 95, 90, 86, 87, 46, 161, 101, 42, 41, 107, 143, 62, 84, 89, 97, 102, 102, 104, 99, 107,
107, 101, 106, 103, 95, 97, 96, 93, 97, 171, 156, 162, 166, 159, 131, 131, 153, 158, 150, 66, 50, 32, 24, 19, 21, 22, 20, 21, 22, 21, 21, 18,
11, 11, 12, 13, 13, 14, 15, 15, 17, 15, 13, 16, 20, 15, 19, 21, 33, 56, 129, 135, 147, 150, 165, 154, 155, 156, 155, 149, 87, 85, 91, 90,
82, 86, 83, 65, 69, 78, 83, 94, 97, 93, 96, 87, 91, 90, 93, 93, 89, 94, 91, 92, 90, 96, 95, 84, 153, 153, 159, 159, 159, 163, 138, 148,
144, 145, 132, 58, 33, 26, 16, 23, 20, 21, 18, 20, 21, 19, 20, 18, 11, 11, 12, 12, 13, 13, 14, 15, 15, 16, 17, 18, 14, 18, 18, 20,
21, 37, 55, 130, 142, 136, 138, 157, 143, 150, 151, 149, 149, 156, 85, 87, 84, 84, 81, 84, 84, 86, 88, 90, 90, 85, 87, 91, 88, 89, 88, 88,
89, 88, 90, 89, 89, 61, 144, 149, 149, 154, 155, 155, 147, 137, 149, 146, 143, 118, 51, 37, 22, 16, 20, 20, 20, 21, 15, 17, 18, 15, 18, 18,
11, 12, 12, 13, 13, 14, 14, 15, 16, 14, 15, 17, 17, 16, 17, 19, 21, 22, 35, 56, 120, 142, 129, 140, 151, 136, 150, 148, 149, 145, 138, 149,
69, 82, 87, 79, 87, 82, 87, 87, 87, 84, 84, 84, 84, 87, 81, 86, 85, 82, 88, 85, 139, 139, 145, 146, 144, 147, 142, 139, 135, 143, 137, 133,
70, 47, 29, 22, 17, 17, 18, 16, 17, 17, 16, 17, 17, 18, 17, 16, 11, 11, 12, 12, 12, 13, 14, 14, 16, 14, 15, 17, 18, 17, 18, 19,
20, 21, 23, 31, 55, 68, 146, 126, 130, 141, 133, 146, 142, 145, 143, 146, 132, 132, 130, 87, 69, 83, 82, 81, 75, 79, 80, 78, 83, 76, 81, 77,
65, 147, 130, 127, 139, 140, 140, 135, 136, 136, 126, 134, 139, 130, 126, 41, 45, 30, 20, 19, 16, 16, 18, 17, 17, 16, 16, 17, 17, 16, 15, 14,
11, 11, 11, 11, 11, 12, 13, 14, 14, 13, 14, 16, 17, 17, 17, 19, 19, 18, 17, 23, 32, 53, 55, 117, 125, 123, 132, 137, 136, 130, 144, 139,
136, 135, 133, 136, 128, 125, 128, 125, 129, 139, 134, 136, 129, 129, 128, 127, 124, 133, 129, 136, 129, 130, 135, 129, 123, 133, 130, 130, 119, 106, 50, 39,
25, 17, 15, 18, 16, 15, 16, 16, 16, 16, 16, 16, 16, 15, 13, 13, 11, 11, 11, 11, 11, 11, 12, 13, 13, 13, 14, 16, 17, 17, 17, 18,
19, 18, 20, 20, 25, 29, 40, 54, 118, 136, 117, 124, 121, 131, 137, 134, 131, 130, 127, 130, 130, 129, 128, 128, 129, 129, 133, 126, 128, 129, 128, 132,
130, 134, 129, 126, 127, 127, 123, 127, 125, 124, 126, 128, 57, 45, 36, 16, 18, 14, 15, 17, 15, 14, 15, 15, 15, 15, 15, 15, 14, 14, 13, 12,
11, 11, 11, 11, 11, 11, 12, 13, 14, 14, 15, 16, 17, 17, 18, 19, 22, 18, 19, 17, 21, 21, 23, 33, 48, 49, 118, 113, 126, 125, 115, 133,
129, 125, 129, 128, 123, 120, 122, 125, 123, 120, 124, 121, 126, 127, 125, 129, 123, 116, 119, 116, 118, 124, 117, 120, 119, 112, 126, 49, 38, 28, 14, 18,
16, 14, 14, 16, 15, 15, 15, 16, 15, 15, 15, 14, 14, 13, 13, 13, 11, 12, 11, 11, 11, 11, 12, 12, 13, 14, 14, 15, 16, 17, 17, 18,
17, 18, 24, 18, 23, 22, 20, 26, 33, 36, 48, 43, 115, 116, 114, 113, 112, 115, 121, 122, 119, 120, 122, 110, 116, 119, 111, 120, 118, 117, 113, 112,
115, 124, 117, 121, 115, 116, 111, 95, 99, 52, 36, 33, 23, 18, 15, 16, 15, 15, 15, 15, 16, 15, 15, 15, 15, 15, 14, 13, 13, 13, 13, 13,
11, 12, 12, 11, 11, 11, 11, 12, 12, 13, 13, 13, 14, 15, 16, 16, 17, 18, 16, 26, 18, 15, 26, 17, 20, 23, 26, 43, 47, 50, 129, 133,
110, 111, 107, 108, 112, 111, 107, 119, 118, 118, 117, 115, 121, 113, 117, 111, 110, 115, 109, 118, 94, 95, 56, 41, 36, 27, 19, 13, 19, 17, 14, 13,
15, 16, 16, 15, 15, 15, 14, 14, 15, 14, 13, 13, 13, 13, 13, 12, 11, 12, 12, 12, 11, 11, 11, 11, 13, 13, 13, 12, 13, 15, 16, 16,
17, 21, 20, 16, 22, 22, 19, 21, 20, 19, 19, 24, 31, 43, 46, 52, 49, 114, 97, 101, 109, 101, 106, 108, 112, 112, 110, 104, 102, 108, 104, 107,
110, 114, 87, 64, 48, 35, 35, 26, 21, 18, 17, 14, 14, 15, 14, 17, 15, 16, 15, 13, 13, 14, 13, 15, 15, 14, 13, 13, 13, 13, 12, 11,
10, 12, 12, 11, 11, 11, 12, 11, 12, 12, 12, 13, 14, 14, 14, 14, 16, 17, 18, 20, 21, 21, 21, 21, 20, 19, 18, 20, 24, 26, 28, 33,
39, 48, 46, 45, 49, 56, 105, 103, 102, 106, 99, 97, 103, 91, 61, 42, 52, 48, 41, 34, 27, 22, 19, 17, 15, 14, 14, 13, 13, 13, 13, 13,
14, 14, 14, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 11, 12, 12, 11, 11, 11, 11, 11, 11, 11, 11, 12, 13, 13, 13, 14,
15, 15, 17, 18, 19, 19, 20, 20, 21, 19, 17, 18, 20, 20, 20, 24, 21, 23, 31, 30, 30, 31, 44, 41, 40, 43, 37, 33, 37, 37, 31, 30,
28, 26, 23, 20, 18, 16, 15, 15, 14, 14, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13,
12, 12, 12, 11, 11, 11, 11, 11, 11, 11, 11, 11, 12, 12, 13, 14, 13, 14, 15, 17, 18, 18, 18, 19, 21, 20, 17, 17, 17, 15, 14, 16,
16, 12, 21, 18, 16, 18, 17, 22, 24, 25, 22, 19, 19, 18, 16, 16, 14, 14, 14, 14, 14, 14, 14, 14, 13, 13, 13, 13, 13, 13, 13, 13,
13, 13, 13, 13, 13, 13, 14, 14, 13, 13, 13, 13, 13, 13, 13, 13, 11, 11, 11, 11, 11, 11, 12, 13, 11, 12, 12, 12, 12, 13, 14, 14,
13, 13, 15, 16, 17, 17, 18, 19, 20, 19, 17, 17, 17, 16, 14, 16, 14, 14, 15, 15, 15, 12, 14, 16, 17, 14, 13, 15, 17, 17, 16, 14,
15, 16, 16, 16, 15, 14, 14, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13,
11, 11, 11, 12, 11, 11, 12, 13, 11, 12, 13, 13, 13, 14, 14, 13, 13, 13, 14, 15, 16, 16, 17, 18, 17, 18, 17, 16, 18, 17, 16, 17,
18, 20, 17, 15, 21, 16, 18, 14, 17, 14, 14, 15, 13, 13, 14, 14, 15, 15, 15, 15, 14, 13, 13, 12, 13, 13, 13, 13, 13, 13, 13, 13,
13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 11, 11, 12, 12, 12, 11, 11, 12, 10, 12, 13, 12, 12, 13, 13, 11,
13, 12, 13, 14, 14, 15, 15, 16, 16, 17, 16, 16, 18, 17, 16, 17, 16, 16, 18, 12, 17, 17, 18, 17, 15, 14, 16, 17, 16, 16, 17, 16,
14, 14, 14, 14, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13,
11, 11, 12, 13, 13, 11, 11, 11, 10, 12, 13, 12, 12, 13, 12, 11, 13, 12, 11, 12, 13, 13, 13, 14, 15, 16, 15, 15, 17, 17, 16, 16,
15, 17, 22, 19, 17, 17, 16, 18, 21, 18, 15, 13, 13, 14, 14, 14, 15, 15, 14, 14, 14, 14, 14, 14, 13, 13, 13, 13, 13, 13, 13, 13,
13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 12, 12, 12, 12, 11, 10, 12, 13, 13, 11, 11, 12, 11, 13, 13, 11, 11, 13, 13, 11,
14, 12, 11, 12, 13, 13, 13, 12, 13, 14, 13, 13, 15, 16, 15, 15, 16, 17, 12, 17, 13, 16, 17, 17, 15, 16, 16, 15, 16, 16, 15, 15,
13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 14, 14, 13, 13, 12, 12, 12, 12, 13, 13, 13, 12, 12, 12, 12, 12};
Sorry to disturb you, the inference result is wrong on board, where can I locate the problem.
About this issue
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- Created 3 years ago
- Comments: 45 (6 by maintainers)
The results can be run normally, thank you very much