Test 1 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.610000, outside autograd: 0.320000 mean: 0.320000 Test 1 Accuracy for gpu(0): under autograd: 0.593333 mean: 0.593333, outside autograd: 0.210000 mean: 0.210000 Test 2 Accuracy for cpu(0): under autograd: 0.556667 mean: 0.583333, outside autograd: 0.270000 mean: 0.295000 Test 2 Accuracy for gpu(0): under autograd: 0.650000 mean: 0.621667, outside autograd: 0.296667 mean: 0.253333 Test 3 Accuracy for cpu(0): under autograd: 0.463333 mean: 0.543333, outside autograd: 0.076667 mean: 0.222222 Test 3 Accuracy for gpu(0): under autograd: 0.546667 mean: 0.596667, outside autograd: 0.213333 mean: 0.240000 Test 4 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.551667, outside autograd: 0.223333 mean: 0.222500 Test 4 Accuracy for gpu(0): under autograd: 0.606667 mean: 0.599167, outside autograd: 0.150000 mean: 0.217500 Test 5 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.558000, outside autograd: 0.416667 mean: 0.261333 Test 5 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.595333, outside autograd: 0.186667 mean: 0.211333 Test 6 Accuracy for cpu(0): under autograd: 0.520000 mean: 0.551667, outside autograd: 0.183333 mean: 0.248333 Test 6 Accuracy for gpu(0): under autograd: 0.523333 mean: 0.583333, outside autograd: 0.156667 mean: 0.202222 Test 7 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.556190, outside autograd: 0.236667 mean: 0.246667 Test 7 Accuracy for gpu(0): under autograd: 0.650000 mean: 0.592857, outside autograd: 0.130000 mean: 0.191905 Test 8 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.562917, outside autograd: 0.250000 mean: 0.247083 Test 8 Accuracy for gpu(0): under autograd: 0.616667 mean: 0.595833, outside autograd: 0.323333 mean: 0.208333 Test 9 Accuracy for cpu(0): under autograd: 0.550000 mean: 0.561481, outside autograd: 0.220000 mean: 0.244074 Test 9 Accuracy for gpu(0): under autograd: 0.576667 mean: 0.593704, outside autograd: 0.156667 mean: 0.202593 Test 10 Accuracy for cpu(0): under autograd: 0.506667 mean: 0.556000, outside autograd: 0.186667 mean: 0.238333 Test 10 Accuracy for gpu(0): under autograd: 0.646667 mean: 0.599000, outside autograd: 0.280000 mean: 0.210333 Test 11 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.558182, outside autograd: 0.213333 mean: 0.236061 Test 11 Accuracy for gpu(0): under autograd: 0.590000 mean: 0.598182, outside autograd: 0.156667 mean: 0.205455 Test 12 Accuracy for cpu(0): under autograd: 0.550000 mean: 0.557500, outside autograd: 0.116667 mean: 0.226111 Test 12 Accuracy for gpu(0): under autograd: 0.543333 mean: 0.593611, outside autograd: 0.226667 mean: 0.207222 Test 13 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.559487, outside autograd: 0.266667 mean: 0.229231 Test 13 Accuracy for gpu(0): under autograd: 0.500000 mean: 0.586410, outside autograd: 0.180000 mean: 0.205128 Test 14 Accuracy for cpu(0): under autograd: 0.613333 mean: 0.563333, outside autograd: 0.103333 mean: 0.220238 Test 14 Accuracy for gpu(0): under autograd: 0.590000 mean: 0.586667, outside autograd: 0.233333 mean: 0.207143 Test 15 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.564667, outside autograd: 0.216667 mean: 0.220000 Test 15 Accuracy for gpu(0): under autograd: 0.603333 mean: 0.587778, outside autograd: 0.226667 mean: 0.208444 Test 16 Accuracy for cpu(0): under autograd: 0.623333 mean: 0.568333, outside autograd: 0.236667 mean: 0.221042 Test 16 Accuracy for gpu(0): under autograd: 0.553333 mean: 0.585625, outside autograd: 0.190000 mean: 0.207292 Test 17 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.570784, outside autograd: 0.163333 mean: 0.217647 Test 17 Accuracy for gpu(0): under autograd: 0.710000 mean: 0.592941, outside autograd: 0.290000 mean: 0.212157 Test 18 Accuracy for cpu(0): under autograd: 0.646667 mean: 0.575000, outside autograd: 0.186667 mean: 0.215926 Test 18 Accuracy for gpu(0): under autograd: 0.593333 mean: 0.592963, outside autograd: 0.140000 mean: 0.208148 Test 19 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.575789, outside autograd: 0.343333 mean: 0.222632 Test 19 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.592456, outside autograd: 0.150000 mean: 0.205088 Test 20 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.578000, outside autograd: 0.126667 mean: 0.217833 Test 20 Accuracy for gpu(0): under autograd: 0.606667 mean: 0.593167, outside autograd: 0.123333 mean: 0.201000 Test 21 Accuracy for cpu(0): under autograd: 0.623333 mean: 0.580159, outside autograd: 0.406667 mean: 0.226825 Test 21 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.594444, outside autograd: 0.116667 mean: 0.196984 Test 22 Accuracy for cpu(0): under autograd: 0.653333 mean: 0.583485, outside autograd: 0.206667 mean: 0.225909 Test 22 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.594545, outside autograd: 0.276667 mean: 0.200606 Test 23 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.582754, outside autograd: 0.230000 mean: 0.226087 Test 23 Accuracy for gpu(0): under autograd: 0.540000 mean: 0.592174, outside autograd: 0.246667 mean: 0.202609 Test 24 Accuracy for cpu(0): under autograd: 0.613333 mean: 0.584028, outside autograd: 0.253333 mean: 0.227222 Test 24 Accuracy for gpu(0): under autograd: 0.646667 mean: 0.594444, outside autograd: 0.120000 mean: 0.199167 Test 25 Accuracy for cpu(0): under autograd: 0.553333 mean: 0.582800, outside autograd: 0.200000 mean: 0.226133 Test 25 Accuracy for gpu(0): under autograd: 0.643333 mean: 0.596400, outside autograd: 0.113333 mean: 0.195733 Test 26 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.583718, outside autograd: 0.193333 mean: 0.224872 Test 26 Accuracy for gpu(0): under autograd: 0.530000 mean: 0.593846, outside autograd: 0.240000 mean: 0.197436 Test 27 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.583580, outside autograd: 0.146667 mean: 0.221975 Test 27 Accuracy for gpu(0): under autograd: 0.566667 mean: 0.592840, outside autograd: 0.136667 mean: 0.195185 Test 28 Accuracy for cpu(0): under autograd: 0.603333 mean: 0.584286, outside autograd: 0.160000 mean: 0.219762 Test 28 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.592500, outside autograd: 0.266667 mean: 0.197738 Test 29 Accuracy for cpu(0): under autograd: 0.426667 mean: 0.578851, outside autograd: 0.136667 mean: 0.216897 Test 29 Accuracy for gpu(0): under autograd: 0.536667 mean: 0.590575, outside autograd: 0.203333 mean: 0.197931 Test 30 Accuracy for cpu(0): under autograd: 0.656667 mean: 0.581444, outside autograd: 0.140000 mean: 0.214333 Test 30 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.590222, outside autograd: 0.080000 mean: 0.194000 Test 31 Accuracy for cpu(0): under autograd: 0.540000 mean: 0.580108, outside autograd: 0.156667 mean: 0.212473 Test 31 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.590968, outside autograd: 0.280000 mean: 0.196774 Test 32 Accuracy for cpu(0): under autograd: 0.570000 mean: 0.579792, outside autograd: 0.130000 mean: 0.209896 Test 32 Accuracy for gpu(0): under autograd: 0.633333 mean: 0.592292, outside autograd: 0.130000 mean: 0.194688 Test 33 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.580606, outside autograd: 0.180000 mean: 0.208990 Test 33 Accuracy for gpu(0): under autograd: 0.686667 mean: 0.595152, outside autograd: 0.203333 mean: 0.194949 Test 34 Accuracy for cpu(0): under autograd: 0.603333 mean: 0.581275, outside autograd: 0.196667 mean: 0.208627 Test 34 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.594902, outside autograd: 0.203333 mean: 0.195196 Test 35 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.581619, outside autograd: 0.180000 mean: 0.207810 Test 35 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.594667, outside autograd: 0.240000 mean: 0.196476 Test 36 Accuracy for cpu(0): under autograd: 0.663333 mean: 0.583889, outside autograd: 0.436667 mean: 0.214167 Test 36 Accuracy for gpu(0): under autograd: 0.616667 mean: 0.595278, outside autograd: 0.090000 mean: 0.193519 Test 37 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.584144, outside autograd: 0.363333 mean: 0.218198 Test 37 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.595315, outside autograd: 0.193333 mean: 0.193514 Test 38 Accuracy for cpu(0): under autograd: 0.533333 mean: 0.582807, outside autograd: 0.140000 mean: 0.216140 Test 38 Accuracy for gpu(0): under autograd: 0.600000 mean: 0.595439, outside autograd: 0.270000 mean: 0.195526 Test 39 Accuracy for cpu(0): under autograd: 0.663333 mean: 0.584872, outside autograd: 0.186667 mean: 0.215385 Test 39 Accuracy for gpu(0): under autograd: 0.623333 mean: 0.596154, outside autograd: 0.180000 mean: 0.195128 Test 40 Accuracy for cpu(0): under autograd: 0.636667 mean: 0.586167, outside autograd: 0.123333 mean: 0.213083 Test 40 Accuracy for gpu(0): under autograd: 0.540000 mean: 0.594750, outside autograd: 0.206667 mean: 0.195417 Test 41 Accuracy for cpu(0): under autograd: 0.570000 mean: 0.585772, outside autograd: 0.223333 mean: 0.213333 Test 41 Accuracy for gpu(0): under autograd: 0.500000 mean: 0.592439, outside autograd: 0.273333 mean: 0.197317 Test 42 Accuracy for cpu(0): under autograd: 0.553333 mean: 0.585000, outside autograd: 0.220000 mean: 0.213492 Test 42 Accuracy for gpu(0): under autograd: 0.563333 mean: 0.591746, outside autograd: 0.343333 mean: 0.200794 Test 43 Accuracy for cpu(0): under autograd: 0.693333 mean: 0.587519, outside autograd: 0.133333 mean: 0.211628 Test 43 Accuracy for gpu(0): under autograd: 0.516667 mean: 0.590000, outside autograd: 0.263333 mean: 0.202248 Test 44 Accuracy for cpu(0): under autograd: 0.660000 mean: 0.589167, outside autograd: 0.223333 mean: 0.211894 Test 44 Accuracy for gpu(0): under autograd: 0.563333 mean: 0.589394, outside autograd: 0.290000 mean: 0.204242 Test 45 Accuracy for cpu(0): under autograd: 0.546667 mean: 0.588222, outside autograd: 0.236667 mean: 0.212444 Test 45 Accuracy for gpu(0): under autograd: 0.626667 mean: 0.590222, outside autograd: 0.180000 mean: 0.203704 Test 46 Accuracy for cpu(0): under autograd: 0.543333 mean: 0.587246, outside autograd: 0.123333 mean: 0.210507 Test 46 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.590870, outside autograd: 0.136667 mean: 0.202246 Test 47 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.587021, outside autograd: 0.223333 mean: 0.210780 Test 47 Accuracy for gpu(0): under autograd: 0.690000 mean: 0.592979, outside autograd: 0.166667 mean: 0.201489 Test 48 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.586944, outside autograd: 0.133333 mean: 0.209167 Test 48 Accuracy for gpu(0): under autograd: 0.513333 mean: 0.591319, outside autograd: 0.326667 mean: 0.204097 Test 49 Accuracy for cpu(0): under autograd: 0.693333 mean: 0.589116, outside autograd: 0.260000 mean: 0.210204 Test 49 Accuracy for gpu(0): under autograd: 0.556667 mean: 0.590612, outside autograd: 0.326667 mean: 0.206599 Test 50 Accuracy for cpu(0): under autograd: 0.533333 mean: 0.588000, outside autograd: 0.163333 mean: 0.209267 Test 50 Accuracy for gpu(0): under autograd: 0.606667 mean: 0.590933, outside autograd: 0.190000 mean: 0.206267 Test 51 Accuracy for cpu(0): under autograd: 0.516667 mean: 0.586601, outside autograd: 0.370000 mean: 0.212418 Test 51 Accuracy for gpu(0): under autograd: 0.560000 mean: 0.590327, outside autograd: 0.150000 mean: 0.205163 Test 52 Accuracy for cpu(0): under autograd: 0.533333 mean: 0.585577, outside autograd: 0.140000 mean: 0.211026 Test 52 Accuracy for gpu(0): under autograd: 0.543333 mean: 0.589423, outside autograd: 0.123333 mean: 0.203590 Test 53 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.586415, outside autograd: 0.176667 mean: 0.210377 Test 53 Accuracy for gpu(0): under autograd: 0.556667 mean: 0.588805, outside autograd: 0.260000 mean: 0.204654 Test 54 Accuracy for cpu(0): under autograd: 0.623333 mean: 0.587099, outside autograd: 0.126667 mean: 0.208827 Test 54 Accuracy for gpu(0): under autograd: 0.576667 mean: 0.588580, outside autograd: 0.186667 mean: 0.204321 Test 55 Accuracy for cpu(0): under autograd: 0.613333 mean: 0.587576, outside autograd: 0.133333 mean: 0.207455 Test 55 Accuracy for gpu(0): under autograd: 0.516667 mean: 0.587273, outside autograd: 0.166667 mean: 0.203636 Test 56 Accuracy for cpu(0): under autograd: 0.600000 mean: 0.587798, outside autograd: 0.153333 mean: 0.206488 Test 56 Accuracy for gpu(0): under autograd: 0.566667 mean: 0.586905, outside autograd: 0.163333 mean: 0.202917 Test 57 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.587602, outside autograd: 0.270000 mean: 0.207602 Test 57 Accuracy for gpu(0): under autograd: 0.690000 mean: 0.588713, outside autograd: 0.180000 mean: 0.202515 Test 58 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.587414, outside autograd: 0.196667 mean: 0.207414 Test 58 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.588851, outside autograd: 0.273333 mean: 0.203736 Test 59 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.588136, outside autograd: 0.096667 mean: 0.205537 Test 59 Accuracy for gpu(0): under autograd: 0.610000 mean: 0.589209, outside autograd: 0.200000 mean: 0.203672 Test 60 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.588500, outside autograd: 0.190000 mean: 0.205278 Test 60 Accuracy for gpu(0): under autograd: 0.593333 mean: 0.589278, outside autograd: 0.146667 mean: 0.202722 Test 61 Accuracy for cpu(0): under autograd: 0.570000 mean: 0.588197, outside autograd: 0.110000 mean: 0.203716 Test 61 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.589399, outside autograd: 0.160000 mean: 0.202022 Test 62 Accuracy for cpu(0): under autograd: 0.496667 mean: 0.586720, outside autograd: 0.090000 mean: 0.201882 Test 62 Accuracy for gpu(0): under autograd: 0.610000 mean: 0.589731, outside autograd: 0.166667 mean: 0.201452 Test 63 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.587407, outside autograd: 0.310000 mean: 0.203598 Test 63 Accuracy for gpu(0): under autograd: 0.590000 mean: 0.589735, outside autograd: 0.136667 mean: 0.200423 Test 64 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.587500, outside autograd: 0.106667 mean: 0.202083 Test 64 Accuracy for gpu(0): under autograd: 0.483333 mean: 0.588073, outside autograd: 0.123333 mean: 0.199219 Test 65 Accuracy for cpu(0): under autograd: 0.633333 mean: 0.588205, outside autograd: 0.240000 mean: 0.202667 Test 65 Accuracy for gpu(0): under autograd: 0.610000 mean: 0.588410, outside autograd: 0.196667 mean: 0.199179 Test 66 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.588535, outside autograd: 0.083333 mean: 0.200859 Test 66 Accuracy for gpu(0): under autograd: 0.710000 mean: 0.590253, outside autograd: 0.316667 mean: 0.200960 Test 67 Accuracy for cpu(0): under autograd: 0.646667 mean: 0.589403, outside autograd: 0.170000 mean: 0.200398 Test 67 Accuracy for gpu(0): under autograd: 0.576667 mean: 0.590050, outside autograd: 0.136667 mean: 0.200000 Test 68 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.589167, outside autograd: 0.146667 mean: 0.199608 Test 68 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.590000, outside autograd: 0.256667 mean: 0.200833 Test 69 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.588986, outside autograd: 0.083333 mean: 0.197923 Test 69 Accuracy for gpu(0): under autograd: 0.660000 mean: 0.591014, outside autograd: 0.246667 mean: 0.201498 Test 70 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.588667, outside autograd: 0.276667 mean: 0.199048 Test 70 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.590952, outside autograd: 0.210000 mean: 0.201619 Test 71 Accuracy for cpu(0): under autograd: 0.650000 mean: 0.589531, outside autograd: 0.246667 mean: 0.199718 Test 71 Accuracy for gpu(0): under autograd: 0.626667 mean: 0.591455, outside autograd: 0.176667 mean: 0.201268 Test 72 Accuracy for cpu(0): under autograd: 0.626667 mean: 0.590046, outside autograd: 0.240000 mean: 0.200278 Test 72 Accuracy for gpu(0): under autograd: 0.643333 mean: 0.592176, outside autograd: 0.116667 mean: 0.200093 Test 73 Accuracy for cpu(0): under autograd: 0.556667 mean: 0.589589, outside autograd: 0.210000 mean: 0.200411 Test 73 Accuracy for gpu(0): under autograd: 0.500000 mean: 0.590913, outside autograd: 0.163333 mean: 0.199589 Test 74 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.589640, outside autograd: 0.153333 mean: 0.199775 Test 74 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.590766, outside autograd: 0.140000 mean: 0.198784 Test 75 Accuracy for cpu(0): under autograd: 0.600000 mean: 0.589778, outside autograd: 0.153333 mean: 0.199156 Test 75 Accuracy for gpu(0): under autograd: 0.563333 mean: 0.590400, outside autograd: 0.190000 mean: 0.198667 Test 76 Accuracy for cpu(0): under autograd: 0.530000 mean: 0.588991, outside autograd: 0.186667 mean: 0.198991 Test 76 Accuracy for gpu(0): under autograd: 0.530000 mean: 0.589605, outside autograd: 0.093333 mean: 0.197281 Test 77 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.588701, outside autograd: 0.190000 mean: 0.198874 Test 77 Accuracy for gpu(0): under autograd: 0.546667 mean: 0.589048, outside autograd: 0.146667 mean: 0.196623 Test 78 Accuracy for cpu(0): under autograd: 0.626667 mean: 0.589188, outside autograd: 0.350000 mean: 0.200812 Test 78 Accuracy for gpu(0): under autograd: 0.650000 mean: 0.589829, outside autograd: 0.140000 mean: 0.195897 Test 79 Accuracy for cpu(0): under autograd: 0.596667 mean: 0.589283, outside autograd: 0.336667 mean: 0.202532 Test 79 Accuracy for gpu(0): under autograd: 0.656667 mean: 0.590675, outside autograd: 0.416667 mean: 0.198692 Test 80 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.589125, outside autograd: 0.106667 mean: 0.201333 Test 80 Accuracy for gpu(0): under autograd: 0.660000 mean: 0.591542, outside autograd: 0.123333 mean: 0.197750 Test 81 Accuracy for cpu(0): under autograd: 0.636667 mean: 0.589712, outside autograd: 0.286667 mean: 0.202387 Test 81 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.591811, outside autograd: 0.163333 mean: 0.197325 Test 82 Accuracy for cpu(0): under autograd: 0.563333 mean: 0.589390, outside autograd: 0.253333 mean: 0.203008 Test 82 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.591707, outside autograd: 0.140000 mean: 0.196626 Test 83 Accuracy for cpu(0): under autograd: 0.670000 mean: 0.590361, outside autograd: 0.316667 mean: 0.204378 Test 83 Accuracy for gpu(0): under autograd: 0.610000 mean: 0.591928, outside autograd: 0.253333 mean: 0.197309 Test 84 Accuracy for cpu(0): under autograd: 0.596667 mean: 0.590437, outside autograd: 0.143333 mean: 0.203651 Test 84 Accuracy for gpu(0): under autograd: 0.633333 mean: 0.592421, outside autograd: 0.213333 mean: 0.197500 Test 85 Accuracy for cpu(0): under autograd: 0.556667 mean: 0.590039, outside autograd: 0.256667 mean: 0.204275 Test 85 Accuracy for gpu(0): under autograd: 0.550000 mean: 0.591922, outside autograd: 0.143333 mean: 0.196863 Test 86 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.590233, outside autograd: 0.240000 mean: 0.204690 Test 86 Accuracy for gpu(0): under autograd: 0.540000 mean: 0.591318, outside autograd: 0.130000 mean: 0.196085 Test 87 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.590230, outside autograd: 0.216667 mean: 0.204828 Test 87 Accuracy for gpu(0): under autograd: 0.556667 mean: 0.590920, outside autograd: 0.193333 mean: 0.196054 Test 88 Accuracy for cpu(0): under autograd: 0.616667 mean: 0.590530, outside autograd: 0.230000 mean: 0.205114 Test 88 Accuracy for gpu(0): under autograd: 0.590000 mean: 0.590909, outside autograd: 0.143333 mean: 0.195455 Test 89 Accuracy for cpu(0): under autograd: 0.503333 mean: 0.589551, outside autograd: 0.233333 mean: 0.205431 Test 89 Accuracy for gpu(0): under autograd: 0.600000 mean: 0.591011, outside autograd: 0.240000 mean: 0.195955 Test 90 Accuracy for cpu(0): under autograd: 0.530000 mean: 0.588889, outside autograd: 0.260000 mean: 0.206037 Test 90 Accuracy for gpu(0): under autograd: 0.600000 mean: 0.591111, outside autograd: 0.110000 mean: 0.195000 Test 91 Accuracy for cpu(0): under autograd: 0.570000 mean: 0.588681, outside autograd: 0.203333 mean: 0.206007 Test 91 Accuracy for gpu(0): under autograd: 0.540000 mean: 0.590549, outside autograd: 0.200000 mean: 0.195055 Test 92 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.588514, outside autograd: 0.213333 mean: 0.206087 Test 92 Accuracy for gpu(0): under autograd: 0.573333 mean: 0.590362, outside autograd: 0.213333 mean: 0.195254 Test 93 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.588853, outside autograd: 0.093333 mean: 0.204875 Test 93 Accuracy for gpu(0): under autograd: 0.603333 mean: 0.590502, outside autograd: 0.120000 mean: 0.194444 Test 94 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.589184, outside autograd: 0.300000 mean: 0.205887 Test 94 Accuracy for gpu(0): under autograd: 0.543333 mean: 0.590000, outside autograd: 0.163333 mean: 0.194113 Test 95 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.589509, outside autograd: 0.166667 mean: 0.205474 Test 95 Accuracy for gpu(0): under autograd: 0.506667 mean: 0.589123, outside autograd: 0.216667 mean: 0.194351 Test 96 Accuracy for cpu(0): under autograd: 0.536667 mean: 0.588958, outside autograd: 0.136667 mean: 0.204757 Test 96 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.589062, outside autograd: 0.160000 mean: 0.193993 Test 97 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.589278, outside autograd: 0.113333 mean: 0.203814 Test 97 Accuracy for gpu(0): under autograd: 0.610000 mean: 0.589278, outside autograd: 0.140000 mean: 0.193436 Test 98 Accuracy for cpu(0): under autograd: 0.503333 mean: 0.588401, outside autograd: 0.176667 mean: 0.203537 Test 98 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.589354, outside autograd: 0.260000 mean: 0.194116 Test 99 Accuracy for cpu(0): under autograd: 0.670000 mean: 0.589226, outside autograd: 0.173333 mean: 0.203232 Test 99 Accuracy for gpu(0): under autograd: 0.550000 mean: 0.588956, outside autograd: 0.240000 mean: 0.194579 Test 100 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.589400, outside autograd: 0.176667 mean: 0.202967 Test 100 Accuracy for gpu(0): under autograd: 0.603333 mean: 0.589100, outside autograd: 0.163333 mean: 0.194267 Test 101 Accuracy for cpu(0): under autograd: 0.653333 mean: 0.590033, outside autograd: 0.203333 mean: 0.202970 Test 101 Accuracy for gpu(0): under autograd: 0.563333 mean: 0.588845, outside autograd: 0.166667 mean: 0.193993 Test 102 Accuracy for cpu(0): under autograd: 0.636667 mean: 0.590490, outside autograd: 0.280000 mean: 0.203725 Test 102 Accuracy for gpu(0): under autograd: 0.566667 mean: 0.588627, outside autograd: 0.283333 mean: 0.194869 Test 103 Accuracy for cpu(0): under autograd: 0.526667 mean: 0.589871, outside autograd: 0.190000 mean: 0.203592 Test 103 Accuracy for gpu(0): under autograd: 0.550000 mean: 0.588252, outside autograd: 0.120000 mean: 0.194142 Test 104 Accuracy for cpu(0): under autograd: 0.663333 mean: 0.590577, outside autograd: 0.123333 mean: 0.202821 Test 104 Accuracy for gpu(0): under autograd: 0.503333 mean: 0.587436, outside autograd: 0.236667 mean: 0.194551 Test 105 Accuracy for cpu(0): under autograd: 0.670000 mean: 0.591333, outside autograd: 0.156667 mean: 0.202381 Test 105 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.587524, outside autograd: 0.296667 mean: 0.195524 Test 106 Accuracy for cpu(0): under autograd: 0.623333 mean: 0.591635, outside autograd: 0.220000 mean: 0.202547 Test 106 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.587453, outside autograd: 0.136667 mean: 0.194969 Test 107 Accuracy for cpu(0): under autograd: 0.520000 mean: 0.590966, outside autograd: 0.173333 mean: 0.202274 Test 107 Accuracy for gpu(0): under autograd: 0.673333 mean: 0.588255, outside autograd: 0.150000 mean: 0.194548 Test 108 Accuracy for cpu(0): under autograd: 0.636667 mean: 0.591389, outside autograd: 0.230000 mean: 0.202531 Test 108 Accuracy for gpu(0): under autograd: 0.593333 mean: 0.588302, outside autograd: 0.126667 mean: 0.193920 Test 109 Accuracy for cpu(0): under autograd: 0.600000 mean: 0.591468, outside autograd: 0.103333 mean: 0.201621 Test 109 Accuracy for gpu(0): under autograd: 0.646667 mean: 0.588838, outside autograd: 0.230000 mean: 0.194251 Test 110 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.591485, outside autograd: 0.126667 mean: 0.200939 Test 110 Accuracy for gpu(0): under autograd: 0.566667 mean: 0.588636, outside autograd: 0.173333 mean: 0.194061 Test 111 Accuracy for cpu(0): under autograd: 0.563333 mean: 0.591231, outside autograd: 0.193333 mean: 0.200871 Test 111 Accuracy for gpu(0): under autograd: 0.503333 mean: 0.587868, outside autograd: 0.120000 mean: 0.193393 Test 112 Accuracy for cpu(0): under autograd: 0.683333 mean: 0.592054, outside autograd: 0.186667 mean: 0.200744 Test 112 Accuracy for gpu(0): under autograd: 0.530000 mean: 0.587351, outside autograd: 0.116667 mean: 0.192708 Test 113 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.592389, outside autograd: 0.230000 mean: 0.201003 Test 113 Accuracy for gpu(0): under autograd: 0.606667 mean: 0.587522, outside autograd: 0.233333 mean: 0.193068 Test 114 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.592222, outside autograd: 0.306667 mean: 0.201930 Test 114 Accuracy for gpu(0): under autograd: 0.616667 mean: 0.587778, outside autograd: 0.216667 mean: 0.193275 Test 115 Accuracy for cpu(0): under autograd: 0.600000 mean: 0.592290, outside autograd: 0.246667 mean: 0.202319 Test 115 Accuracy for gpu(0): under autograd: 0.656667 mean: 0.588377, outside autograd: 0.200000 mean: 0.193333 Test 116 Accuracy for cpu(0): under autograd: 0.600000 mean: 0.592356, outside autograd: 0.180000 mean: 0.202126 Test 116 Accuracy for gpu(0): under autograd: 0.653333 mean: 0.588937, outside autograd: 0.136667 mean: 0.192845 Test 117 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.592194, outside autograd: 0.123333 mean: 0.201453 Test 117 Accuracy for gpu(0): under autograd: 0.526667 mean: 0.588405, outside autograd: 0.136667 mean: 0.192365 Test 118 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.591977, outside autograd: 0.250000 mean: 0.201864 Test 118 Accuracy for gpu(0): under autograd: 0.543333 mean: 0.588023, outside autograd: 0.080000 mean: 0.191412 Test 119 Accuracy for cpu(0): under autograd: 0.603333 mean: 0.592073, outside autograd: 0.210000 mean: 0.201933 Test 119 Accuracy for gpu(0): under autograd: 0.606667 mean: 0.588179, outside autograd: 0.210000 mean: 0.191569 Test 120 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.591917, outside autograd: 0.203333 mean: 0.201944 Test 120 Accuracy for gpu(0): under autograd: 0.643333 mean: 0.588639, outside autograd: 0.270000 mean: 0.192222 Test 121 Accuracy for cpu(0): under autograd: 0.663333 mean: 0.592507, outside autograd: 0.120000 mean: 0.201267 Test 121 Accuracy for gpu(0): under autograd: 0.653333 mean: 0.589174, outside autograd: 0.243333 mean: 0.192645 Test 122 Accuracy for cpu(0): under autograd: 0.670000 mean: 0.593142, outside autograd: 0.200000 mean: 0.201257 Test 122 Accuracy for gpu(0): under autograd: 0.656667 mean: 0.589727, outside autograd: 0.123333 mean: 0.192077 Test 123 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.592981, outside autograd: 0.196667 mean: 0.201220 Test 123 Accuracy for gpu(0): under autograd: 0.623333 mean: 0.590000, outside autograd: 0.236667 mean: 0.192439 Test 124 Accuracy for cpu(0): under autograd: 0.546667 mean: 0.592608, outside autograd: 0.156667 mean: 0.200860 Test 124 Accuracy for gpu(0): under autograd: 0.536667 mean: 0.589570, outside autograd: 0.183333 mean: 0.192366 Test 125 Accuracy for cpu(0): under autograd: 0.633333 mean: 0.592933, outside autograd: 0.136667 mean: 0.200347 Test 125 Accuracy for gpu(0): under autograd: 0.643333 mean: 0.590000, outside autograd: 0.200000 mean: 0.192427 Test 126 Accuracy for cpu(0): under autograd: 0.640000 mean: 0.593307, outside autograd: 0.160000 mean: 0.200026 Test 126 Accuracy for gpu(0): under autograd: 0.530000 mean: 0.589524, outside autograd: 0.143333 mean: 0.192037 Test 127 Accuracy for cpu(0): under autograd: 0.550000 mean: 0.592966, outside autograd: 0.230000 mean: 0.200262 Test 127 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.589580, outside autograd: 0.173333 mean: 0.191890 Test 128 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.592839, outside autograd: 0.196667 mean: 0.200234 Test 128 Accuracy for gpu(0): under autograd: 0.610000 mean: 0.589740, outside autograd: 0.263333 mean: 0.192448 Test 129 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.592791, outside autograd: 0.260000 mean: 0.200698 Test 129 Accuracy for gpu(0): under autograd: 0.663333 mean: 0.590310, outside autograd: 0.213333 mean: 0.192610 Test 130 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.592692, outside autograd: 0.210000 mean: 0.200769 Test 130 Accuracy for gpu(0): under autograd: 0.626667 mean: 0.590590, outside autograd: 0.170000 mean: 0.192436 Test 131 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.592697, outside autograd: 0.123333 mean: 0.200178 Test 131 Accuracy for gpu(0): under autograd: 0.520000 mean: 0.590051, outside autograd: 0.096667 mean: 0.191705 Test 132 Accuracy for cpu(0): under autograd: 0.646667 mean: 0.593106, outside autograd: 0.250000 mean: 0.200556 Test 132 Accuracy for gpu(0): under autograd: 0.553333 mean: 0.589773, outside autograd: 0.266667 mean: 0.192273 Test 133 Accuracy for cpu(0): under autograd: 0.636667 mean: 0.593434, outside autograd: 0.440000 mean: 0.202356 Test 133 Accuracy for gpu(0): under autograd: 0.656667 mean: 0.590276, outside autograd: 0.120000 mean: 0.191729 Test 134 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.593557, outside autograd: 0.123333 mean: 0.201766 Test 134 Accuracy for gpu(0): under autograd: 0.556667 mean: 0.590025, outside autograd: 0.103333 mean: 0.191070 Test 135 Accuracy for cpu(0): under autograd: 0.536667 mean: 0.593136, outside autograd: 0.096667 mean: 0.200988 Test 135 Accuracy for gpu(0): under autograd: 0.623333 mean: 0.590272, outside autograd: 0.170000 mean: 0.190914 Test 136 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.593088, outside autograd: 0.136667 mean: 0.200515 Test 136 Accuracy for gpu(0): under autograd: 0.606667 mean: 0.590392, outside autograd: 0.243333 mean: 0.191299 Test 137 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.593066, outside autograd: 0.193333 mean: 0.200462 Test 137 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.590438, outside autograd: 0.166667 mean: 0.191119 Test 138 Accuracy for cpu(0): under autograd: 0.543333 mean: 0.592705, outside autograd: 0.126667 mean: 0.199928 Test 138 Accuracy for gpu(0): under autograd: 0.623333 mean: 0.590676, outside autograd: 0.163333 mean: 0.190918 Test 139 Accuracy for cpu(0): under autograd: 0.596667 mean: 0.592734, outside autograd: 0.303333 mean: 0.200671 Test 139 Accuracy for gpu(0): under autograd: 0.546667 mean: 0.590360, outside autograd: 0.163333 mean: 0.190719 Test 140 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.592833, outside autograd: 0.180000 mean: 0.200524 Test 140 Accuracy for gpu(0): under autograd: 0.500000 mean: 0.589714, outside autograd: 0.290000 mean: 0.191429 Test 141 Accuracy for cpu(0): under autograd: 0.560000 mean: 0.592600, outside autograd: 0.240000 mean: 0.200804 Test 141 Accuracy for gpu(0): under autograd: 0.496667 mean: 0.589054, outside autograd: 0.116667 mean: 0.190898 Test 142 Accuracy for cpu(0): under autograd: 0.486667 mean: 0.591854, outside autograd: 0.120000 mean: 0.200235 Test 142 Accuracy for gpu(0): under autograd: 0.630000 mean: 0.589343, outside autograd: 0.213333 mean: 0.191056 Test 143 Accuracy for cpu(0): under autograd: 0.600000 mean: 0.591911, outside autograd: 0.183333 mean: 0.200117 Test 143 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.589557, outside autograd: 0.223333 mean: 0.191282 Test 144 Accuracy for cpu(0): under autograd: 0.603333 mean: 0.591991, outside autograd: 0.246667 mean: 0.200440 Test 144 Accuracy for gpu(0): under autograd: 0.543333 mean: 0.589236, outside autograd: 0.093333 mean: 0.190602 Test 145 Accuracy for cpu(0): under autograd: 0.626667 mean: 0.592230, outside autograd: 0.243333 mean: 0.200736 Test 145 Accuracy for gpu(0): under autograd: 0.560000 mean: 0.589034, outside autograd: 0.123333 mean: 0.190138 Test 146 Accuracy for cpu(0): under autograd: 0.540000 mean: 0.591872, outside autograd: 0.320000 mean: 0.201553 Test 146 Accuracy for gpu(0): under autograd: 0.540000 mean: 0.588699, outside autograd: 0.150000 mean: 0.189863 Test 147 Accuracy for cpu(0): under autograd: 0.613333 mean: 0.592018, outside autograd: 0.240000 mean: 0.201814 Test 147 Accuracy for gpu(0): under autograd: 0.593333 mean: 0.588730, outside autograd: 0.206667 mean: 0.189977 Test 148 Accuracy for cpu(0): under autograd: 0.520000 mean: 0.591532, outside autograd: 0.150000 mean: 0.201464 Test 148 Accuracy for gpu(0): under autograd: 0.563333 mean: 0.588559, outside autograd: 0.226667 mean: 0.190225 Test 149 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.591365, outside autograd: 0.256667 mean: 0.201834 Test 149 Accuracy for gpu(0): under autograd: 0.606667 mean: 0.588680, outside autograd: 0.120000 mean: 0.189754 Test 150 Accuracy for cpu(0): under autograd: 0.706667 mean: 0.592133, outside autograd: 0.180000 mean: 0.201689 Test 150 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.588844, outside autograd: 0.186667 mean: 0.189733 Test 151 Accuracy for cpu(0): under autograd: 0.550000 mean: 0.591854, outside autograd: 0.200000 mean: 0.201678 Test 151 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.588808, outside autograd: 0.210000 mean: 0.189868 Test 152 Accuracy for cpu(0): under autograd: 0.646667 mean: 0.592215, outside autograd: 0.203333 mean: 0.201689 Test 152 Accuracy for gpu(0): under autograd: 0.563333 mean: 0.588640, outside autograd: 0.226667 mean: 0.190110 Test 153 Accuracy for cpu(0): under autograd: 0.563333 mean: 0.592026, outside autograd: 0.160000 mean: 0.201416 Test 153 Accuracy for gpu(0): under autograd: 0.540000 mean: 0.588322, outside autograd: 0.160000 mean: 0.189913 Test 154 Accuracy for cpu(0): under autograd: 0.546667 mean: 0.591732, outside autograd: 0.116667 mean: 0.200866 Test 154 Accuracy for gpu(0): under autograd: 0.616667 mean: 0.588506, outside autograd: 0.130000 mean: 0.189524 Test 155 Accuracy for cpu(0): under autograd: 0.690000 mean: 0.592366, outside autograd: 0.203333 mean: 0.200882 Test 155 Accuracy for gpu(0): under autograd: 0.473333 mean: 0.587763, outside autograd: 0.166667 mean: 0.189376 Test 156 Accuracy for cpu(0): under autograd: 0.563333 mean: 0.592179, outside autograd: 0.240000 mean: 0.201132 Test 156 Accuracy for gpu(0): under autograd: 0.556667 mean: 0.587564, outside autograd: 0.246667 mean: 0.189744 Test 157 Accuracy for cpu(0): under autograd: 0.616667 mean: 0.592335, outside autograd: 0.210000 mean: 0.201189 Test 157 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.587771, outside autograd: 0.183333 mean: 0.189703 Test 158 Accuracy for cpu(0): under autograd: 0.623333 mean: 0.592532, outside autograd: 0.176667 mean: 0.201034 Test 158 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.587743, outside autograd: 0.103333 mean: 0.189156 Test 159 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.592411, outside autograd: 0.116667 mean: 0.200503 Test 159 Accuracy for gpu(0): under autograd: 0.560000 mean: 0.587568, outside autograd: 0.163333 mean: 0.188994 Test 160 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.592313, outside autograd: 0.130000 mean: 0.200062 Test 160 Accuracy for gpu(0): under autograd: 0.616667 mean: 0.587750, outside autograd: 0.150000 mean: 0.188750 Test 161 Accuracy for cpu(0): under autograd: 0.626667 mean: 0.592526, outside autograd: 0.160000 mean: 0.199814 Test 161 Accuracy for gpu(0): under autograd: 0.576667 mean: 0.587681, outside autograd: 0.093333 mean: 0.188157 Test 162 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.592407, outside autograd: 0.186667 mean: 0.199733 Test 162 Accuracy for gpu(0): under autograd: 0.590000 mean: 0.587695, outside autograd: 0.216667 mean: 0.188333 Test 163 Accuracy for cpu(0): under autograd: 0.646667 mean: 0.592740, outside autograd: 0.126667 mean: 0.199284 Test 163 Accuracy for gpu(0): under autograd: 0.686667 mean: 0.588303, outside autograd: 0.103333 mean: 0.187812 Test 164 Accuracy for cpu(0): under autograd: 0.713333 mean: 0.593476, outside autograd: 0.240000 mean: 0.199533 Test 164 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.588496, outside autograd: 0.143333 mean: 0.187541 Test 165 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.593556, outside autograd: 0.126667 mean: 0.199091 Test 165 Accuracy for gpu(0): under autograd: 0.603333 mean: 0.588586, outside autograd: 0.156667 mean: 0.187354 Test 166 Accuracy for cpu(0): under autograd: 0.530000 mean: 0.593173, outside autograd: 0.190000 mean: 0.199036 Test 166 Accuracy for gpu(0): under autograd: 0.713333 mean: 0.589337, outside autograd: 0.240000 mean: 0.187671 Test 167 Accuracy for cpu(0): under autograd: 0.553333 mean: 0.592934, outside autograd: 0.200000 mean: 0.199042 Test 167 Accuracy for gpu(0): under autograd: 0.606667 mean: 0.589441, outside autograd: 0.300000 mean: 0.188343 Test 168 Accuracy for cpu(0): under autograd: 0.553333 mean: 0.592698, outside autograd: 0.130000 mean: 0.198631 Test 168 Accuracy for gpu(0): under autograd: 0.506667 mean: 0.588948, outside autograd: 0.153333 mean: 0.188135 Test 169 Accuracy for cpu(0): under autograd: 0.723333 mean: 0.593471, outside autograd: 0.236667 mean: 0.198856 Test 169 Accuracy for gpu(0): under autograd: 0.530000 mean: 0.588600, outside autograd: 0.196667 mean: 0.188185 Test 170 Accuracy for cpu(0): under autograd: 0.603333 mean: 0.593529, outside autograd: 0.193333 mean: 0.198824 Test 170 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.588647, outside autograd: 0.163333 mean: 0.188039 Test 171 Accuracy for cpu(0): under autograd: 0.543333 mean: 0.593236, outside autograd: 0.176667 mean: 0.198694 Test 171 Accuracy for gpu(0): under autograd: 0.593333 mean: 0.588674, outside autograd: 0.226667 mean: 0.188265 Test 172 Accuracy for cpu(0): under autograd: 0.626667 mean: 0.593430, outside autograd: 0.170000 mean: 0.198527 Test 172 Accuracy for gpu(0): under autograd: 0.553333 mean: 0.588469, outside autograd: 0.183333 mean: 0.188236 Test 173 Accuracy for cpu(0): under autograd: 0.570000 mean: 0.593295, outside autograd: 0.233333 mean: 0.198728 Test 173 Accuracy for gpu(0): under autograd: 0.640000 mean: 0.588767, outside autograd: 0.176667 mean: 0.188170 Test 174 Accuracy for cpu(0): under autograd: 0.570000 mean: 0.593161, outside autograd: 0.160000 mean: 0.198506 Test 174 Accuracy for gpu(0): under autograd: 0.573333 mean: 0.588678, outside autograd: 0.156667 mean: 0.187989 Test 175 Accuracy for cpu(0): under autograd: 0.540000 mean: 0.592857, outside autograd: 0.260000 mean: 0.198857 Test 175 Accuracy for gpu(0): under autograd: 0.623333 mean: 0.588876, outside autograd: 0.196667 mean: 0.188038 Test 176 Accuracy for cpu(0): under autograd: 0.530000 mean: 0.592500, outside autograd: 0.263333 mean: 0.199223 Test 176 Accuracy for gpu(0): under autograd: 0.573333 mean: 0.588788, outside autograd: 0.203333 mean: 0.188125 Test 177 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.592411, outside autograd: 0.153333 mean: 0.198964 Test 177 Accuracy for gpu(0): under autograd: 0.606667 mean: 0.588889, outside autograd: 0.180000 mean: 0.188079 Test 178 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.592378, outside autograd: 0.226667 mean: 0.199120 Test 178 Accuracy for gpu(0): under autograd: 0.500000 mean: 0.588390, outside autograd: 0.256667 mean: 0.188464 Test 179 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.592328, outside autograd: 0.136667 mean: 0.198771 Test 179 Accuracy for gpu(0): under autograd: 0.576667 mean: 0.588324, outside autograd: 0.233333 mean: 0.188715 Test 180 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.592278, outside autograd: 0.150000 mean: 0.198500 Test 180 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.588463, outside autograd: 0.173333 mean: 0.188630 Test 181 Accuracy for cpu(0): under autograd: 0.533333 mean: 0.591952, outside autograd: 0.090000 mean: 0.197901 Test 181 Accuracy for gpu(0): under autograd: 0.643333 mean: 0.588766, outside autograd: 0.123333 mean: 0.188269 Test 182 Accuracy for cpu(0): under autograd: 0.623333 mean: 0.592125, outside autograd: 0.113333 mean: 0.197436 Test 182 Accuracy for gpu(0): under autograd: 0.626667 mean: 0.588974, outside autograd: 0.260000 mean: 0.188663 Test 183 Accuracy for cpu(0): under autograd: 0.560000 mean: 0.591949, outside autograd: 0.300000 mean: 0.197996 Test 183 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.589107, outside autograd: 0.193333 mean: 0.188689 Test 184 Accuracy for cpu(0): under autograd: 0.613333 mean: 0.592065, outside autograd: 0.183333 mean: 0.197917 Test 184 Accuracy for gpu(0): under autograd: 0.560000 mean: 0.588949, outside autograd: 0.073333 mean: 0.188062 Test 185 Accuracy for cpu(0): under autograd: 0.546667 mean: 0.591820, outside autograd: 0.133333 mean: 0.197568 Test 185 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.588919, outside autograd: 0.133333 mean: 0.187766 Test 186 Accuracy for cpu(0): under autograd: 0.563333 mean: 0.591667, outside autograd: 0.133333 mean: 0.197222 Test 186 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.589050, outside autograd: 0.200000 mean: 0.187832 Test 187 Accuracy for cpu(0): under autograd: 0.523333 mean: 0.591301, outside autograd: 0.210000 mean: 0.197291 Test 187 Accuracy for gpu(0): under autograd: 0.540000 mean: 0.588788, outside autograd: 0.126667 mean: 0.187504 Test 188 Accuracy for cpu(0): under autograd: 0.553333 mean: 0.591099, outside autograd: 0.236667 mean: 0.197500 Test 188 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.588918, outside autograd: 0.226667 mean: 0.187713 Test 189 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.591041, outside autograd: 0.233333 mean: 0.197690 Test 189 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.588871, outside autograd: 0.153333 mean: 0.187531 Test 190 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.591035, outside autograd: 0.140000 mean: 0.197386 Test 190 Accuracy for gpu(0): under autograd: 0.543333 mean: 0.588632, outside autograd: 0.143333 mean: 0.187298 Test 191 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.591030, outside autograd: 0.336667 mean: 0.198115 Test 191 Accuracy for gpu(0): under autograd: 0.590000 mean: 0.588639, outside autograd: 0.286667 mean: 0.187818 Test 192 Accuracy for cpu(0): under autograd: 0.603333 mean: 0.591094, outside autograd: 0.186667 mean: 0.198056 Test 192 Accuracy for gpu(0): under autograd: 0.600000 mean: 0.588698, outside autograd: 0.106667 mean: 0.187396 Test 193 Accuracy for cpu(0): under autograd: 0.530000 mean: 0.590777, outside autograd: 0.146667 mean: 0.197789 Test 193 Accuracy for gpu(0): under autograd: 0.600000 mean: 0.588756, outside autograd: 0.290000 mean: 0.187927 Test 194 Accuracy for cpu(0): under autograd: 0.533333 mean: 0.590481, outside autograd: 0.140000 mean: 0.197491 Test 194 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.588918, outside autograd: 0.176667 mean: 0.187869 Test 195 Accuracy for cpu(0): under autograd: 0.546667 mean: 0.590256, outside autograd: 0.150000 mean: 0.197248 Test 195 Accuracy for gpu(0): under autograd: 0.630000 mean: 0.589128, outside autograd: 0.116667 mean: 0.187504 Test 196 Accuracy for cpu(0): under autograd: 0.553333 mean: 0.590068, outside autograd: 0.223333 mean: 0.197381 Test 196 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.589116, outside autograd: 0.126667 mean: 0.187194 Test 197 Accuracy for cpu(0): under autograd: 0.560000 mean: 0.589915, outside autograd: 0.180000 mean: 0.197293 Test 197 Accuracy for gpu(0): under autograd: 0.550000 mean: 0.588917, outside autograd: 0.190000 mean: 0.187208 Test 198 Accuracy for cpu(0): under autograd: 0.633333 mean: 0.590135, outside autograd: 0.186667 mean: 0.197239 Test 198 Accuracy for gpu(0): under autograd: 0.553333 mean: 0.588737, outside autograd: 0.226667 mean: 0.187407 Test 199 Accuracy for cpu(0): under autograd: 0.616667 mean: 0.590268, outside autograd: 0.190000 mean: 0.197203 Test 199 Accuracy for gpu(0): under autograd: 0.590000 mean: 0.588744, outside autograd: 0.236667 mean: 0.187655 Test 200 Accuracy for cpu(0): under autograd: 0.673333 mean: 0.590683, outside autograd: 0.260000 mean: 0.197517 Test 200 Accuracy for gpu(0): under autograd: 0.550000 mean: 0.588550, outside autograd: 0.116667 mean: 0.187300 Test 201 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.590697, outside autograd: 0.206667 mean: 0.197562 Test 201 Accuracy for gpu(0): under autograd: 0.590000 mean: 0.588557, outside autograd: 0.130000 mean: 0.187015 Test 202 Accuracy for cpu(0): under autograd: 0.496667 mean: 0.590231, outside autograd: 0.246667 mean: 0.197805 Test 202 Accuracy for gpu(0): under autograd: 0.506667 mean: 0.588152, outside autograd: 0.120000 mean: 0.186683 Test 203 Accuracy for cpu(0): under autograd: 0.556667 mean: 0.590066, outside autograd: 0.230000 mean: 0.197964 Test 203 Accuracy for gpu(0): under autograd: 0.623333 mean: 0.588325, outside autograd: 0.186667 mean: 0.186683 Test 204 Accuracy for cpu(0): under autograd: 0.556667 mean: 0.589902, outside autograd: 0.190000 mean: 0.197925 Test 204 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.588448, outside autograd: 0.093333 mean: 0.186225 Test 205 Accuracy for cpu(0): under autograd: 0.520000 mean: 0.589561, outside autograd: 0.150000 mean: 0.197691 Test 205 Accuracy for gpu(0): under autograd: 0.610000 mean: 0.588553, outside autograd: 0.180000 mean: 0.186195 Test 206 Accuracy for cpu(0): under autograd: 0.626667 mean: 0.589741, outside autograd: 0.203333 mean: 0.197718 Test 206 Accuracy for gpu(0): under autograd: 0.673333 mean: 0.588964, outside autograd: 0.316667 mean: 0.186828 Test 207 Accuracy for cpu(0): under autograd: 0.563333 mean: 0.589614, outside autograd: 0.210000 mean: 0.197778 Test 207 Accuracy for gpu(0): under autograd: 0.570000 mean: 0.588873, outside autograd: 0.186667 mean: 0.186828 Test 208 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.589599, outside autograd: 0.126667 mean: 0.197436 Test 208 Accuracy for gpu(0): under autograd: 0.566667 mean: 0.588766, outside autograd: 0.140000 mean: 0.186603 Test 209 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.589585, outside autograd: 0.096667 mean: 0.196954 Test 209 Accuracy for gpu(0): under autograd: 0.623333 mean: 0.588931, outside autograd: 0.160000 mean: 0.186475 Test 210 Accuracy for cpu(0): under autograd: 0.526667 mean: 0.589286, outside autograd: 0.123333 mean: 0.196603 Test 210 Accuracy for gpu(0): under autograd: 0.520000 mean: 0.588603, outside autograd: 0.103333 mean: 0.186079 Test 211 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.589273, outside autograd: 0.253333 mean: 0.196872 Test 211 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.588720, outside autograd: 0.180000 mean: 0.186051 Test 212 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.589214, outside autograd: 0.193333 mean: 0.196855 Test 212 Accuracy for gpu(0): under autograd: 0.523333 mean: 0.588412, outside autograd: 0.110000 mean: 0.185692 Test 213 Accuracy for cpu(0): under autograd: 0.570000 mean: 0.589124, outside autograd: 0.216667 mean: 0.196948 Test 213 Accuracy for gpu(0): under autograd: 0.703333 mean: 0.588951, outside autograd: 0.190000 mean: 0.185712 Test 214 Accuracy for cpu(0): under autograd: 0.603333 mean: 0.589190, outside autograd: 0.206667 mean: 0.196994 Test 214 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.588941, outside autograd: 0.143333 mean: 0.185514 Test 215 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.589147, outside autograd: 0.213333 mean: 0.197070 Test 215 Accuracy for gpu(0): under autograd: 0.513333 mean: 0.588589, outside autograd: 0.103333 mean: 0.185132 Test 216 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.589244, outside autograd: 0.210000 mean: 0.197130 Test 216 Accuracy for gpu(0): under autograd: 0.680000 mean: 0.589012, outside autograd: 0.260000 mean: 0.185478 Test 217 Accuracy for cpu(0): under autograd: 0.490000 mean: 0.588786, outside autograd: 0.170000 mean: 0.197005 Test 217 Accuracy for gpu(0): under autograd: 0.560000 mean: 0.588879, outside autograd: 0.166667 mean: 0.185392 Test 218 Accuracy for cpu(0): under autograd: 0.616667 mean: 0.588914, outside autograd: 0.323333 mean: 0.197584 Test 218 Accuracy for gpu(0): under autograd: 0.630000 mean: 0.589067, outside autograd: 0.123333 mean: 0.185107 Test 219 Accuracy for cpu(0): under autograd: 0.596667 mean: 0.588950, outside autograd: 0.260000 mean: 0.197869 Test 219 Accuracy for gpu(0): under autograd: 0.593333 mean: 0.589087, outside autograd: 0.183333 mean: 0.185099 Test 220 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.589045, outside autograd: 0.256667 mean: 0.198136 Test 220 Accuracy for gpu(0): under autograd: 0.493333 mean: 0.588652, outside autograd: 0.146667 mean: 0.184924 Test 221 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.589186, outside autograd: 0.173333 mean: 0.198024 Test 221 Accuracy for gpu(0): under autograd: 0.553333 mean: 0.588492, outside autograd: 0.156667 mean: 0.184796 Test 222 Accuracy for cpu(0): under autograd: 0.636667 mean: 0.589399, outside autograd: 0.180000 mean: 0.197943 Test 222 Accuracy for gpu(0): under autograd: 0.590000 mean: 0.588498, outside autograd: 0.273333 mean: 0.185195 Test 223 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.589537, outside autograd: 0.216667 mean: 0.198027 Test 223 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.588535, outside autograd: 0.243333 mean: 0.185456 Test 224 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.589494, outside autograd: 0.116667 mean: 0.197664 Test 224 Accuracy for gpu(0): under autograd: 0.643333 mean: 0.588780, outside autograd: 0.166667 mean: 0.185372 Test 225 Accuracy for cpu(0): under autograd: 0.550000 mean: 0.589319, outside autograd: 0.133333 mean: 0.197378 Test 225 Accuracy for gpu(0): under autograd: 0.636667 mean: 0.588993, outside autograd: 0.210000 mean: 0.185481 Test 226 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.589336, outside autograd: 0.320000 mean: 0.197920 Test 226 Accuracy for gpu(0): under autograd: 0.556667 mean: 0.588850, outside autograd: 0.146667 mean: 0.185310 Test 227 Accuracy for cpu(0): under autograd: 0.653333 mean: 0.589618, outside autograd: 0.233333 mean: 0.198076 Test 227 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.588957, outside autograd: 0.203333 mean: 0.185389 Test 228 Accuracy for cpu(0): under autograd: 0.570000 mean: 0.589532, outside autograd: 0.223333 mean: 0.198187 Test 228 Accuracy for gpu(0): under autograd: 0.590000 mean: 0.588962, outside autograd: 0.150000 mean: 0.185234 Test 229 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.589505, outside autograd: 0.166667 mean: 0.198049 Test 229 Accuracy for gpu(0): under autograd: 0.556667 mean: 0.588821, outside autograd: 0.200000 mean: 0.185298 Test 230 Accuracy for cpu(0): under autograd: 0.633333 mean: 0.589696, outside autograd: 0.186667 mean: 0.198000 Test 230 Accuracy for gpu(0): under autograd: 0.566667 mean: 0.588725, outside autograd: 0.336667 mean: 0.185957 Test 231 Accuracy for cpu(0): under autograd: 0.513333 mean: 0.589365, outside autograd: 0.190000 mean: 0.197965 Test 231 Accuracy for gpu(0): under autograd: 0.600000 mean: 0.588773, outside autograd: 0.153333 mean: 0.185815 Test 232 Accuracy for cpu(0): under autograd: 0.553333 mean: 0.589210, outside autograd: 0.240000 mean: 0.198147 Test 232 Accuracy for gpu(0): under autograd: 0.646667 mean: 0.589023, outside autograd: 0.403333 mean: 0.186753 Test 233 Accuracy for cpu(0): under autograd: 0.493333 mean: 0.588798, outside autograd: 0.090000 mean: 0.197682 Test 233 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.589127, outside autograd: 0.190000 mean: 0.186767 Test 234 Accuracy for cpu(0): under autograd: 0.556667 mean: 0.588661, outside autograd: 0.173333 mean: 0.197578 Test 234 Accuracy for gpu(0): under autograd: 0.570000 mean: 0.589046, outside autograd: 0.116667 mean: 0.186467 Test 235 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.588837, outside autograd: 0.393333 mean: 0.198411 Test 235 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.589149, outside autograd: 0.123333 mean: 0.186199 Test 236 Accuracy for cpu(0): under autograd: 0.570000 mean: 0.588757, outside autograd: 0.153333 mean: 0.198220 Test 236 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.589124, outside autograd: 0.220000 mean: 0.186342 Test 237 Accuracy for cpu(0): under autograd: 0.556667 mean: 0.588622, outside autograd: 0.186667 mean: 0.198172 Test 237 Accuracy for gpu(0): under autograd: 0.550000 mean: 0.588959, outside autograd: 0.263333 mean: 0.186667 Test 238 Accuracy for cpu(0): under autograd: 0.560000 mean: 0.588501, outside autograd: 0.166667 mean: 0.198039 Test 238 Accuracy for gpu(0): under autograd: 0.633333 mean: 0.589146, outside autograd: 0.176667 mean: 0.186625 Test 239 Accuracy for cpu(0): under autograd: 0.600000 mean: 0.588550, outside autograd: 0.203333 mean: 0.198061 Test 239 Accuracy for gpu(0): under autograd: 0.616667 mean: 0.589261, outside autograd: 0.170000 mean: 0.186555 Test 240 Accuracy for cpu(0): under autograd: 0.636667 mean: 0.588750, outside autograd: 0.193333 mean: 0.198042 Test 240 Accuracy for gpu(0): under autograd: 0.550000 mean: 0.589097, outside autograd: 0.143333 mean: 0.186375 Test 241 Accuracy for cpu(0): under autograd: 0.533333 mean: 0.588520, outside autograd: 0.190000 mean: 0.198008 Test 241 Accuracy for gpu(0): under autograd: 0.536667 mean: 0.588880, outside autograd: 0.203333 mean: 0.186445 Test 242 Accuracy for cpu(0): under autograd: 0.493333 mean: 0.588127, outside autograd: 0.113333 mean: 0.197658 Test 242 Accuracy for gpu(0): under autograd: 0.643333 mean: 0.589105, outside autograd: 0.106667 mean: 0.186116 Test 243 Accuracy for cpu(0): under autograd: 0.596667 mean: 0.588162, outside autograd: 0.166667 mean: 0.197531 Test 243 Accuracy for gpu(0): under autograd: 0.670000 mean: 0.589438, outside autograd: 0.266667 mean: 0.186447 Test 244 Accuracy for cpu(0): under autograd: 0.560000 mean: 0.588046, outside autograd: 0.136667 mean: 0.197281 Test 244 Accuracy for gpu(0): under autograd: 0.570000 mean: 0.589358, outside autograd: 0.406667 mean: 0.187350 Test 245 Accuracy for cpu(0): under autograd: 0.636667 mean: 0.588245, outside autograd: 0.183333 mean: 0.197224 Test 245 Accuracy for gpu(0): under autograd: 0.603333 mean: 0.589415, outside autograd: 0.353333 mean: 0.188027 Test 246 Accuracy for cpu(0): under autograd: 0.626667 mean: 0.588401, outside autograd: 0.096667 mean: 0.196816 Test 246 Accuracy for gpu(0): under autograd: 0.610000 mean: 0.589499, outside autograd: 0.236667 mean: 0.188225 Test 247 Accuracy for cpu(0): under autograd: 0.656667 mean: 0.588677, outside autograd: 0.123333 mean: 0.196518 Test 247 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.589528, outside autograd: 0.113333 mean: 0.187922 Test 248 Accuracy for cpu(0): under autograd: 0.540000 mean: 0.588481, outside autograd: 0.270000 mean: 0.196815 Test 248 Accuracy for gpu(0): under autograd: 0.640000 mean: 0.589731, outside autograd: 0.286667 mean: 0.188320 Test 249 Accuracy for cpu(0): under autograd: 0.530000 mean: 0.588246, outside autograd: 0.206667 mean: 0.196854 Test 249 Accuracy for gpu(0): under autograd: 0.546667 mean: 0.589558, outside autograd: 0.210000 mean: 0.188407 Test 250 Accuracy for cpu(0): under autograd: 0.653333 mean: 0.588507, outside autograd: 0.120000 mean: 0.196547 Test 250 Accuracy for gpu(0): under autograd: 0.570000 mean: 0.589480, outside autograd: 0.170000 mean: 0.188333 Test 251 Accuracy for cpu(0): under autograd: 0.600000 mean: 0.588552, outside autograd: 0.226667 mean: 0.196667 Test 251 Accuracy for gpu(0): under autograd: 0.546667 mean: 0.589309, outside autograd: 0.196667 mean: 0.188367 Test 252 Accuracy for cpu(0): under autograd: 0.540000 mean: 0.588360, outside autograd: 0.150000 mean: 0.196481 Test 252 Accuracy for gpu(0): under autograd: 0.570000 mean: 0.589233, outside autograd: 0.240000 mean: 0.188571 Test 253 Accuracy for cpu(0): under autograd: 0.540000 mean: 0.588169, outside autograd: 0.163333 mean: 0.196350 Test 253 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.589223, outside autograd: 0.163333 mean: 0.188472 Test 254 Accuracy for cpu(0): under autograd: 0.690000 mean: 0.588570, outside autograd: 0.246667 mean: 0.196549 Test 254 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.589213, outside autograd: 0.233333 mean: 0.188648 Test 255 Accuracy for cpu(0): under autograd: 0.563333 mean: 0.588471, outside autograd: 0.140000 mean: 0.196327 Test 255 Accuracy for gpu(0): under autograd: 0.573333 mean: 0.589150, outside autograd: 0.093333 mean: 0.188275 Test 256 Accuracy for cpu(0): under autograd: 0.650000 mean: 0.588711, outside autograd: 0.196667 mean: 0.196328 Test 256 Accuracy for gpu(0): under autograd: 0.710000 mean: 0.589622, outside autograd: 0.213333 mean: 0.188372 Test 257 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.588781, outside autograd: 0.263333 mean: 0.196589 Test 257 Accuracy for gpu(0): under autograd: 0.543333 mean: 0.589442, outside autograd: 0.163333 mean: 0.188275 Test 258 Accuracy for cpu(0): under autograd: 0.493333 mean: 0.588411, outside autograd: 0.110000 mean: 0.196253 Test 258 Accuracy for gpu(0): under autograd: 0.536667 mean: 0.589238, outside autograd: 0.140000 mean: 0.188088 Test 259 Accuracy for cpu(0): under autograd: 0.436667 mean: 0.587825, outside autograd: 0.216667 mean: 0.196332 Test 259 Accuracy for gpu(0): under autograd: 0.660000 mean: 0.589511, outside autograd: 0.170000 mean: 0.188018 Test 260 Accuracy for cpu(0): under autograd: 0.650000 mean: 0.588064, outside autograd: 0.270000 mean: 0.196615 Test 260 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.589603, outside autograd: 0.146667 mean: 0.187859 Test 261 Accuracy for cpu(0): under autograd: 0.446667 mean: 0.587522, outside autograd: 0.173333 mean: 0.196526 Test 261 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.589630, outside autograd: 0.103333 mean: 0.187535 Test 262 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.587506, outside autograd: 0.193333 mean: 0.196514 Test 262 Accuracy for gpu(0): under autograd: 0.633333 mean: 0.589796, outside autograd: 0.260000 mean: 0.187812 Test 263 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.587478, outside autograd: 0.250000 mean: 0.196717 Test 263 Accuracy for gpu(0): under autograd: 0.550000 mean: 0.589645, outside autograd: 0.150000 mean: 0.187668 Test 264 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.587424, outside autograd: 0.180000 mean: 0.196654 Test 264 Accuracy for gpu(0): under autograd: 0.533333 mean: 0.589432, outside autograd: 0.180000 mean: 0.187639 Test 265 Accuracy for cpu(0): under autograd: 0.513333 mean: 0.587145, outside autograd: 0.156667 mean: 0.196503 Test 265 Accuracy for gpu(0): under autograd: 0.610000 mean: 0.589509, outside autograd: 0.146667 mean: 0.187484 Test 266 Accuracy for cpu(0): under autograd: 0.613333 mean: 0.587243, outside autograd: 0.223333 mean: 0.196604 Test 266 Accuracy for gpu(0): under autograd: 0.553333 mean: 0.589373, outside autograd: 0.183333 mean: 0.187469 Test 267 Accuracy for cpu(0): under autograd: 0.683333 mean: 0.587603, outside autograd: 0.090000 mean: 0.196205 Test 267 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.589338, outside autograd: 0.246667 mean: 0.187690 Test 268 Accuracy for cpu(0): under autograd: 0.656667 mean: 0.587861, outside autograd: 0.166667 mean: 0.196095 Test 268 Accuracy for gpu(0): under autograd: 0.650000 mean: 0.589565, outside autograd: 0.163333 mean: 0.187600 Test 269 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.587831, outside autograd: 0.226667 mean: 0.196208 Test 269 Accuracy for gpu(0): under autograd: 0.566667 mean: 0.589480, outside autograd: 0.206667 mean: 0.187670 Test 270 Accuracy for cpu(0): under autograd: 0.556667 mean: 0.587716, outside autograd: 0.126667 mean: 0.195951 Test 270 Accuracy for gpu(0): under autograd: 0.643333 mean: 0.589679, outside autograd: 0.126667 mean: 0.187444 Test 271 Accuracy for cpu(0): under autograd: 0.640000 mean: 0.587909, outside autograd: 0.216667 mean: 0.196027 Test 271 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.589668, outside autograd: 0.293333 mean: 0.187835 Test 272 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.587892, outside autograd: 0.153333 mean: 0.195870 Test 272 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.589645, outside autograd: 0.246667 mean: 0.188051 Test 273 Accuracy for cpu(0): under autograd: 0.570000 mean: 0.587827, outside autograd: 0.160000 mean: 0.195739 Test 273 Accuracy for gpu(0): under autograd: 0.590000 mean: 0.589646, outside autograd: 0.193333 mean: 0.188071 Test 274 Accuracy for cpu(0): under autograd: 0.626667 mean: 0.587968, outside autograd: 0.196667 mean: 0.195742 Test 274 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.589623, outside autograd: 0.130000 mean: 0.187859 Test 275 Accuracy for cpu(0): under autograd: 0.560000 mean: 0.587867, outside autograd: 0.136667 mean: 0.195527 Test 275 Accuracy for gpu(0): under autograd: 0.550000 mean: 0.589479, outside autograd: 0.403333 mean: 0.188642 Test 276 Accuracy for cpu(0): under autograd: 0.623333 mean: 0.587995, outside autograd: 0.210000 mean: 0.195580 Test 276 Accuracy for gpu(0): under autograd: 0.633333 mean: 0.589638, outside autograd: 0.136667 mean: 0.188454 Test 277 Accuracy for cpu(0): under autograd: 0.680000 mean: 0.588327, outside autograd: 0.296667 mean: 0.195945 Test 277 Accuracy for gpu(0): under autograd: 0.616667 mean: 0.589735, outside autograd: 0.120000 mean: 0.188207 Test 278 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.588249, outside autograd: 0.153333 mean: 0.195791 Test 278 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.589724, outside autograd: 0.186667 mean: 0.188201 Test 279 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.588208, outside autograd: 0.150000 mean: 0.195627 Test 279 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.589701, outside autograd: 0.286667 mean: 0.188554 Test 280 Accuracy for cpu(0): under autograd: 0.650000 mean: 0.588429, outside autograd: 0.223333 mean: 0.195726 Test 280 Accuracy for gpu(0): under autograd: 0.516667 mean: 0.589440, outside autograd: 0.230000 mean: 0.188702 Test 281 Accuracy for cpu(0): under autograd: 0.526667 mean: 0.588209, outside autograd: 0.186667 mean: 0.195694 Test 281 Accuracy for gpu(0): under autograd: 0.570000 mean: 0.589371, outside autograd: 0.276667 mean: 0.189015 Test 282 Accuracy for cpu(0): under autograd: 0.560000 mean: 0.588109, outside autograd: 0.143333 mean: 0.195508 Test 282 Accuracy for gpu(0): under autograd: 0.593333 mean: 0.589385, outside autograd: 0.106667 mean: 0.188723 Test 283 Accuracy for cpu(0): under autograd: 0.596667 mean: 0.588139, outside autograd: 0.226667 mean: 0.195618 Test 283 Accuracy for gpu(0): under autograd: 0.556667 mean: 0.589270, outside autograd: 0.146667 mean: 0.188575 Test 284 Accuracy for cpu(0): under autograd: 0.560000 mean: 0.588040, outside autograd: 0.123333 mean: 0.195364 Test 284 Accuracy for gpu(0): under autograd: 0.530000 mean: 0.589061, outside autograd: 0.146667 mean: 0.188427 Test 285 Accuracy for cpu(0): under autograd: 0.513333 mean: 0.587778, outside autograd: 0.093333 mean: 0.195006 Test 285 Accuracy for gpu(0): under autograd: 0.600000 mean: 0.589099, outside autograd: 0.233333 mean: 0.188585 Test 286 Accuracy for cpu(0): under autograd: 0.616667 mean: 0.587879, outside autograd: 0.250000 mean: 0.195198 Test 286 Accuracy for gpu(0): under autograd: 0.486667 mean: 0.588741, outside autograd: 0.180000 mean: 0.188555 Test 287 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.587828, outside autograd: 0.423333 mean: 0.195993 Test 287 Accuracy for gpu(0): under autograd: 0.646667 mean: 0.588943, outside autograd: 0.130000 mean: 0.188351 Test 288 Accuracy for cpu(0): under autograd: 0.596667 mean: 0.587859, outside autograd: 0.270000 mean: 0.196250 Test 288 Accuracy for gpu(0): under autograd: 0.560000 mean: 0.588843, outside autograd: 0.093333 mean: 0.188021 Test 289 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.587935, outside autograd: 0.296667 mean: 0.196597 Test 289 Accuracy for gpu(0): under autograd: 0.560000 mean: 0.588743, outside autograd: 0.160000 mean: 0.187924 Test 290 Accuracy for cpu(0): under autograd: 0.643333 mean: 0.588126, outside autograd: 0.206667 mean: 0.196632 Test 290 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.588713, outside autograd: 0.130000 mean: 0.187724 Test 291 Accuracy for cpu(0): under autograd: 0.520000 mean: 0.587892, outside autograd: 0.106667 mean: 0.196323 Test 291 Accuracy for gpu(0): under autograd: 0.616667 mean: 0.588809, outside autograd: 0.176667 mean: 0.187686 Test 292 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.587957, outside autograd: 0.330000 mean: 0.196781 Test 292 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.588779, outside autograd: 0.110000 mean: 0.187420 Test 293 Accuracy for cpu(0): under autograd: 0.613333 mean: 0.588043, outside autograd: 0.156667 mean: 0.196644 Test 293 Accuracy for gpu(0): under autograd: 0.623333 mean: 0.588896, outside autograd: 0.176667 mean: 0.187383 Test 294 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.588107, outside autograd: 0.193333 mean: 0.196633 Test 294 Accuracy for gpu(0): under autograd: 0.636667 mean: 0.589059, outside autograd: 0.156667 mean: 0.187279 Test 295 Accuracy for cpu(0): under autograd: 0.640000 mean: 0.588282, outside autograd: 0.303333 mean: 0.196994 Test 295 Accuracy for gpu(0): under autograd: 0.630000 mean: 0.589198, outside autograd: 0.293333 mean: 0.187638 Test 296 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.588390, outside autograd: 0.163333 mean: 0.196881 Test 296 Accuracy for gpu(0): under autograd: 0.486667 mean: 0.588851, outside autograd: 0.180000 mean: 0.187613 Test 297 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.588496, outside autograd: 0.303333 mean: 0.197239 Test 297 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.588844, outside autograd: 0.143333 mean: 0.187464 Test 298 Accuracy for cpu(0): under autograd: 0.600000 mean: 0.588535, outside autograd: 0.320000 mean: 0.197651 Test 298 Accuracy for gpu(0): under autograd: 0.686667 mean: 0.589172, outside autograd: 0.103333 mean: 0.187181 Test 299 Accuracy for cpu(0): under autograd: 0.676667 mean: 0.588829, outside autograd: 0.193333 mean: 0.197637 Test 299 Accuracy for gpu(0): under autograd: 0.653333 mean: 0.589387, outside autograd: 0.096667 mean: 0.186878 Test 300 Accuracy for cpu(0): under autograd: 0.556667 mean: 0.588722, outside autograd: 0.140000 mean: 0.197444 Test 300 Accuracy for gpu(0): under autograd: 0.546667 mean: 0.589244, outside autograd: 0.283333 mean: 0.187200 Test 301 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.588782, outside autograd: 0.266667 mean: 0.197674 Test 301 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.589324, outside autograd: 0.193333 mean: 0.187220 Test 302 Accuracy for cpu(0): under autograd: 0.660000 mean: 0.589018, outside autograd: 0.210000 mean: 0.197715 Test 302 Accuracy for gpu(0): under autograd: 0.600000 mean: 0.589360, outside autograd: 0.290000 mean: 0.187561 Test 303 Accuracy for cpu(0): under autograd: 0.523333 mean: 0.588801, outside autograd: 0.243333 mean: 0.197866 Test 303 Accuracy for gpu(0): under autograd: 0.496667 mean: 0.589054, outside autograd: 0.133333 mean: 0.187382 Test 304 Accuracy for cpu(0): under autograd: 0.563333 mean: 0.588717, outside autograd: 0.136667 mean: 0.197664 Test 304 Accuracy for gpu(0): under autograd: 0.590000 mean: 0.589057, outside autograd: 0.116667 mean: 0.187149 Test 305 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.588721, outside autograd: 0.156667 mean: 0.197530 Test 305 Accuracy for gpu(0): under autograd: 0.566667 mean: 0.588984, outside autograd: 0.186667 mean: 0.187148 Test 306 Accuracy for cpu(0): under autograd: 0.623333 mean: 0.588834, outside autograd: 0.160000 mean: 0.197407 Test 306 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.589063, outside autograd: 0.133333 mean: 0.186972 Test 307 Accuracy for cpu(0): under autograd: 0.640000 mean: 0.589001, outside autograd: 0.096667 mean: 0.197079 Test 307 Accuracy for gpu(0): under autograd: 0.646667 mean: 0.589251, outside autograd: 0.306667 mean: 0.187362 Test 308 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.589015, outside autograd: 0.220000 mean: 0.197154 Test 308 Accuracy for gpu(0): under autograd: 0.510000 mean: 0.588994, outside autograd: 0.103333 mean: 0.187089 Test 309 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.588964, outside autograd: 0.283333 mean: 0.197433 Test 309 Accuracy for gpu(0): under autograd: 0.560000 mean: 0.588900, outside autograd: 0.190000 mean: 0.187098 Test 310 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.589065, outside autograd: 0.356667 mean: 0.197946 Test 310 Accuracy for gpu(0): under autograd: 0.630000 mean: 0.589032, outside autograd: 0.113333 mean: 0.186860 Test 311 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.589196, outside autograd: 0.166667 mean: 0.197846 Test 311 Accuracy for gpu(0): under autograd: 0.606667 mean: 0.589089, outside autograd: 0.200000 mean: 0.186902 Test 312 Accuracy for cpu(0): under autograd: 0.540000 mean: 0.589038, outside autograd: 0.303333 mean: 0.198184 Test 312 Accuracy for gpu(0): under autograd: 0.573333 mean: 0.589038, outside autograd: 0.173333 mean: 0.186859 Test 313 Accuracy for cpu(0): under autograd: 0.510000 mean: 0.588786, outside autograd: 0.183333 mean: 0.198136 Test 313 Accuracy for gpu(0): under autograd: 0.536667 mean: 0.588871, outside autograd: 0.443333 mean: 0.187678 Test 314 Accuracy for cpu(0): under autograd: 0.516667 mean: 0.588556, outside autograd: 0.263333 mean: 0.198344 Test 314 Accuracy for gpu(0): under autograd: 0.603333 mean: 0.588917, outside autograd: 0.270000 mean: 0.187941 Test 315 Accuracy for cpu(0): under autograd: 0.500000 mean: 0.588275, outside autograd: 0.283333 mean: 0.198614 Test 315 Accuracy for gpu(0): under autograd: 0.556667 mean: 0.588815, outside autograd: 0.133333 mean: 0.187767 Test 316 Accuracy for cpu(0): under autograd: 0.646667 mean: 0.588460, outside autograd: 0.246667 mean: 0.198766 Test 316 Accuracy for gpu(0): under autograd: 0.556667 mean: 0.588713, outside autograd: 0.163333 mean: 0.187690 Test 317 Accuracy for cpu(0): under autograd: 0.526667 mean: 0.588265, outside autograd: 0.206667 mean: 0.198791 Test 317 Accuracy for gpu(0): under autograd: 0.526667 mean: 0.588517, outside autograd: 0.266667 mean: 0.187939 Test 318 Accuracy for cpu(0): under autograd: 0.616667 mean: 0.588354, outside autograd: 0.116667 mean: 0.198532 Test 318 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.588543, outside autograd: 0.266667 mean: 0.188187 Test 319 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.588454, outside autograd: 0.220000 mean: 0.198600 Test 319 Accuracy for gpu(0): under autograd: 0.566667 mean: 0.588474, outside autograd: 0.230000 mean: 0.188318 Test 320 Accuracy for cpu(0): under autograd: 0.543333 mean: 0.588313, outside autograd: 0.240000 mean: 0.198729 Test 320 Accuracy for gpu(0): under autograd: 0.673333 mean: 0.588740, outside autograd: 0.166667 mean: 0.188250 Test 321 Accuracy for cpu(0): under autograd: 0.613333 mean: 0.588390, outside autograd: 0.223333 mean: 0.198806 Test 321 Accuracy for gpu(0): under autograd: 0.560000 mean: 0.588650, outside autograd: 0.170000 mean: 0.188193 Test 322 Accuracy for cpu(0): under autograd: 0.643333 mean: 0.588561, outside autograd: 0.136667 mean: 0.198613 Test 322 Accuracy for gpu(0): under autograd: 0.610000 mean: 0.588716, outside autograd: 0.243333 mean: 0.188364 Test 323 Accuracy for cpu(0): under autograd: 0.530000 mean: 0.588380, outside autograd: 0.170000 mean: 0.198524 Test 323 Accuracy for gpu(0): under autograd: 0.516667 mean: 0.588493, outside autograd: 0.150000 mean: 0.188246 Test 324 Accuracy for cpu(0): under autograd: 0.656667 mean: 0.588591, outside autograd: 0.173333 mean: 0.198447 Test 324 Accuracy for gpu(0): under autograd: 0.563333 mean: 0.588416, outside autograd: 0.143333 mean: 0.188107 Test 325 Accuracy for cpu(0): under autograd: 0.603333 mean: 0.588636, outside autograd: 0.106667 mean: 0.198164 Test 325 Accuracy for gpu(0): under autograd: 0.666667 mean: 0.588656, outside autograd: 0.140000 mean: 0.187959 Test 326 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.588630, outside autograd: 0.203333 mean: 0.198180 Test 326 Accuracy for gpu(0): under autograd: 0.626667 mean: 0.588773, outside autograd: 0.236667 mean: 0.188108 Test 327 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.588603, outside autograd: 0.266667 mean: 0.198389 Test 327 Accuracy for gpu(0): under autograd: 0.566667 mean: 0.588705, outside autograd: 0.126667 mean: 0.187920 Test 328 Accuracy for cpu(0): under autograd: 0.636667 mean: 0.588750, outside autograd: 0.213333 mean: 0.198435 Test 328 Accuracy for gpu(0): under autograd: 0.593333 mean: 0.588720, outside autograd: 0.163333 mean: 0.187846 Test 329 Accuracy for cpu(0): under autograd: 0.603333 mean: 0.588794, outside autograd: 0.176667 mean: 0.198369 Test 329 Accuracy for gpu(0): under autograd: 0.566667 mean: 0.588652, outside autograd: 0.103333 mean: 0.187589 Test 330 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.588778, outside autograd: 0.163333 mean: 0.198263 Test 330 Accuracy for gpu(0): under autograd: 0.550000 mean: 0.588535, outside autograd: 0.256667 mean: 0.187798 Test 331 Accuracy for cpu(0): under autograd: 0.640000 mean: 0.588933, outside autograd: 0.193333 mean: 0.198248 Test 331 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.588630, outside autograd: 0.363333 mean: 0.188328 Test 332 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.588926, outside autograd: 0.106667 mean: 0.197972 Test 332 Accuracy for gpu(0): under autograd: 0.633333 mean: 0.588765, outside autograd: 0.200000 mean: 0.188363 Test 333 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.588929, outside autograd: 0.303333 mean: 0.198288 Test 333 Accuracy for gpu(0): under autograd: 0.720000 mean: 0.589159, outside autograd: 0.170000 mean: 0.188308 Test 334 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.588902, outside autograd: 0.270000 mean: 0.198503 Test 334 Accuracy for gpu(0): under autograd: 0.550000 mean: 0.589042, outside autograd: 0.156667 mean: 0.188214 Test 335 Accuracy for cpu(0): under autograd: 0.626667 mean: 0.589015, outside autograd: 0.126667 mean: 0.198289 Test 335 Accuracy for gpu(0): under autograd: 0.553333 mean: 0.588935, outside autograd: 0.160000 mean: 0.188129 Test 336 Accuracy for cpu(0): under autograd: 0.506667 mean: 0.588770, outside autograd: 0.106667 mean: 0.198016 Test 336 Accuracy for gpu(0): under autograd: 0.646667 mean: 0.589107, outside autograd: 0.250000 mean: 0.188313 Test 337 Accuracy for cpu(0): under autograd: 0.563333 mean: 0.588694, outside autograd: 0.160000 mean: 0.197903 Test 337 Accuracy for gpu(0): under autograd: 0.603333 mean: 0.589149, outside autograd: 0.133333 mean: 0.188150 Test 338 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.588679, outside autograd: 0.150000 mean: 0.197761 Test 338 Accuracy for gpu(0): under autograd: 0.623333 mean: 0.589250, outside autograd: 0.290000 mean: 0.188452 Test 339 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.588732, outside autograd: 0.146667 mean: 0.197611 Test 339 Accuracy for gpu(0): under autograd: 0.516667 mean: 0.589036, outside autograd: 0.093333 mean: 0.188171 Test 340 Accuracy for cpu(0): under autograd: 0.693333 mean: 0.589039, outside autograd: 0.193333 mean: 0.197598 Test 340 Accuracy for gpu(0): under autograd: 0.600000 mean: 0.589069, outside autograd: 0.186667 mean: 0.188167 Test 341 Accuracy for cpu(0): under autograd: 0.523333 mean: 0.588847, outside autograd: 0.160000 mean: 0.197488 Test 341 Accuracy for gpu(0): under autograd: 0.590000 mean: 0.589071, outside autograd: 0.136667 mean: 0.188016 Test 342 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.588821, outside autograd: 0.180000 mean: 0.197437 Test 342 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.589094, outside autograd: 0.210000 mean: 0.188080 Test 343 Accuracy for cpu(0): under autograd: 0.660000 mean: 0.589028, outside autograd: 0.090000 mean: 0.197123 Test 343 Accuracy for gpu(0): under autograd: 0.680000 mean: 0.589359, outside autograd: 0.246667 mean: 0.188251 Test 344 Accuracy for cpu(0): under autograd: 0.510000 mean: 0.588798, outside autograd: 0.233333 mean: 0.197229 Test 344 Accuracy for gpu(0): under autograd: 0.566667 mean: 0.589293, outside autograd: 0.286667 mean: 0.188537 Test 345 Accuracy for cpu(0): under autograd: 0.693333 mean: 0.589101, outside autograd: 0.180000 mean: 0.197179 Test 345 Accuracy for gpu(0): under autograd: 0.520000 mean: 0.589092, outside autograd: 0.160000 mean: 0.188454 Test 346 Accuracy for cpu(0): under autograd: 0.543333 mean: 0.588969, outside autograd: 0.163333 mean: 0.197081 Test 346 Accuracy for gpu(0): under autograd: 0.573333 mean: 0.589046, outside autograd: 0.203333 mean: 0.188497 Test 347 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.589020, outside autograd: 0.236667 mean: 0.197195 Test 347 Accuracy for gpu(0): under autograd: 0.656667 mean: 0.589241, outside autograd: 0.276667 mean: 0.188751 Test 348 Accuracy for cpu(0): under autograd: 0.653333 mean: 0.589205, outside autograd: 0.186667 mean: 0.197165 Test 348 Accuracy for gpu(0): under autograd: 0.616667 mean: 0.589320, outside autograd: 0.246667 mean: 0.188918 Test 349 Accuracy for cpu(0): under autograd: 0.650000 mean: 0.589379, outside autograd: 0.143333 mean: 0.197011 Test 349 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.589312, outside autograd: 0.093333 mean: 0.188644 Test 350 Accuracy for cpu(0): under autograd: 0.613333 mean: 0.589448, outside autograd: 0.280000 mean: 0.197248 Test 350 Accuracy for gpu(0): under autograd: 0.590000 mean: 0.589314, outside autograd: 0.083333 mean: 0.188343 Test 351 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.589563, outside autograd: 0.133333 mean: 0.197066 Test 351 Accuracy for gpu(0): under autograd: 0.653333 mean: 0.589497, outside autograd: 0.196667 mean: 0.188367 Test 352 Accuracy for cpu(0): under autograd: 0.553333 mean: 0.589460, outside autograd: 0.223333 mean: 0.197140 Test 352 Accuracy for gpu(0): under autograd: 0.623333 mean: 0.589593, outside autograd: 0.253333 mean: 0.188551 Test 353 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.589424, outside autograd: 0.230000 mean: 0.197233 Test 353 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.589679, outside autograd: 0.290000 mean: 0.188839 Test 354 Accuracy for cpu(0): under autograd: 0.623333 mean: 0.589520, outside autograd: 0.133333 mean: 0.197053 Test 354 Accuracy for gpu(0): under autograd: 0.650000 mean: 0.589849, outside autograd: 0.246667 mean: 0.189002 Test 355 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.589568, outside autograd: 0.280000 mean: 0.197286 Test 355 Accuracy for gpu(0): under autograd: 0.633333 mean: 0.589972, outside autograd: 0.166667 mean: 0.188939 Test 356 Accuracy for cpu(0): under autograd: 0.553333 mean: 0.589466, outside autograd: 0.236667 mean: 0.197397 Test 356 Accuracy for gpu(0): under autograd: 0.656667 mean: 0.590159, outside autograd: 0.196667 mean: 0.188961 Test 357 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.589421, outside autograd: 0.086667 mean: 0.197087 Test 357 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.590177, outside autograd: 0.186667 mean: 0.188954 Test 358 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.589423, outside autograd: 0.330000 mean: 0.197458 Test 358 Accuracy for gpu(0): under autograd: 0.623333 mean: 0.590270, outside autograd: 0.130000 mean: 0.188790 Test 359 Accuracy for cpu(0): under autograd: 0.550000 mean: 0.589313, outside autograd: 0.113333 mean: 0.197224 Test 359 Accuracy for gpu(0): under autograd: 0.570000 mean: 0.590214, outside autograd: 0.180000 mean: 0.188765 Test 360 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.589269, outside autograd: 0.173333 mean: 0.197157 Test 360 Accuracy for gpu(0): under autograd: 0.566667 mean: 0.590148, outside autograd: 0.123333 mean: 0.188583 Test 361 Accuracy for cpu(0): under autograd: 0.646667 mean: 0.589428, outside autograd: 0.283333 mean: 0.197396 Test 361 Accuracy for gpu(0): under autograd: 0.640000 mean: 0.590286, outside autograd: 0.143333 mean: 0.188458 Test 362 Accuracy for cpu(0): under autograd: 0.596667 mean: 0.589448, outside autograd: 0.200000 mean: 0.197403 Test 362 Accuracy for gpu(0): under autograd: 0.616667 mean: 0.590359, outside autograd: 0.163333 mean: 0.188389 Test 363 Accuracy for cpu(0): under autograd: 0.553333 mean: 0.589348, outside autograd: 0.243333 mean: 0.197530 Test 363 Accuracy for gpu(0): under autograd: 0.490000 mean: 0.590083, outside autograd: 0.196667 mean: 0.188411 Test 364 Accuracy for cpu(0): under autograd: 0.643333 mean: 0.589496, outside autograd: 0.183333 mean: 0.197491 Test 364 Accuracy for gpu(0): under autograd: 0.640000 mean: 0.590220, outside autograd: 0.176667 mean: 0.188379 Test 365 Accuracy for cpu(0): under autograd: 0.640000 mean: 0.589635, outside autograd: 0.243333 mean: 0.197616 Test 365 Accuracy for gpu(0): under autograd: 0.543333 mean: 0.590091, outside autograd: 0.200000 mean: 0.188411 Test 366 Accuracy for cpu(0): under autograd: 0.636667 mean: 0.589763, outside autograd: 0.206667 mean: 0.197641 Test 366 Accuracy for gpu(0): under autograd: 0.536667 mean: 0.589945, outside autograd: 0.183333 mean: 0.188397 Test 367 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.589728, outside autograd: 0.226667 mean: 0.197720 Test 367 Accuracy for gpu(0): under autograd: 0.533333 mean: 0.589791, outside autograd: 0.250000 mean: 0.188565 Test 368 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.589719, outside autograd: 0.246667 mean: 0.197853 Test 368 Accuracy for gpu(0): under autograd: 0.560000 mean: 0.589710, outside autograd: 0.293333 mean: 0.188850 Test 369 Accuracy for cpu(0): under autograd: 0.700000 mean: 0.590018, outside autograd: 0.186667 mean: 0.197823 Test 369 Accuracy for gpu(0): under autograd: 0.536667 mean: 0.589566, outside autograd: 0.100000 mean: 0.188609 Test 370 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.589955, outside autograd: 0.173333 mean: 0.197757 Test 370 Accuracy for gpu(0): under autograd: 0.616667 mean: 0.589640, outside autograd: 0.100000 mean: 0.188369 Test 371 Accuracy for cpu(0): under autograd: 0.570000 mean: 0.589901, outside autograd: 0.136667 mean: 0.197592 Test 371 Accuracy for gpu(0): under autograd: 0.643333 mean: 0.589784, outside autograd: 0.180000 mean: 0.188347 Test 372 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.589892, outside autograd: 0.150000 mean: 0.197464 Test 372 Accuracy for gpu(0): under autograd: 0.536667 mean: 0.589642, outside autograd: 0.120000 mean: 0.188163 Test 373 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.589866, outside autograd: 0.230000 mean: 0.197551 Test 373 Accuracy for gpu(0): under autograd: 0.570000 mean: 0.589589, outside autograd: 0.160000 mean: 0.188088 Test 374 Accuracy for cpu(0): under autograd: 0.616667 mean: 0.589938, outside autograd: 0.136667 mean: 0.197389 Test 374 Accuracy for gpu(0): under autograd: 0.600000 mean: 0.589617, outside autograd: 0.223333 mean: 0.188182 Test 375 Accuracy for cpu(0): under autograd: 0.503333 mean: 0.589707, outside autograd: 0.280000 mean: 0.197609 Test 375 Accuracy for gpu(0): under autograd: 0.506667 mean: 0.589396, outside autograd: 0.150000 mean: 0.188080 Test 376 Accuracy for cpu(0): under autograd: 0.546667 mean: 0.589592, outside autograd: 0.200000 mean: 0.197615 Test 376 Accuracy for gpu(0): under autograd: 0.633333 mean: 0.589512, outside autograd: 0.186667 mean: 0.188076 Test 377 Accuracy for cpu(0): under autograd: 0.553333 mean: 0.589496, outside autograd: 0.156667 mean: 0.197507 Test 377 Accuracy for gpu(0): under autograd: 0.600000 mean: 0.589540, outside autograd: 0.146667 mean: 0.187966 Test 378 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.589603, outside autograd: 0.233333 mean: 0.197601 Test 378 Accuracy for gpu(0): under autograd: 0.593333 mean: 0.589550, outside autograd: 0.266667 mean: 0.188175 Test 379 Accuracy for cpu(0): under autograd: 0.636667 mean: 0.589727, outside autograd: 0.176667 mean: 0.197546 Test 379 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.589613, outside autograd: 0.210000 mean: 0.188232 Test 380 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.589781, outside autograd: 0.106667 mean: 0.197307 Test 380 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.589632, outside autograd: 0.296667 mean: 0.188518 Test 381 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.589834, outside autograd: 0.143333 mean: 0.197165 Test 381 Accuracy for gpu(0): under autograd: 0.593333 mean: 0.589641, outside autograd: 0.116667 mean: 0.188329 Test 382 Accuracy for cpu(0): under autograd: 0.626667 mean: 0.589930, outside autograd: 0.216667 mean: 0.197216 Test 382 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.589625, outside autograd: 0.153333 mean: 0.188237 Test 383 Accuracy for cpu(0): under autograd: 0.650000 mean: 0.590087, outside autograd: 0.113333 mean: 0.196997 Test 383 Accuracy for gpu(0): under autograd: 0.546667 mean: 0.589513, outside autograd: 0.173333 mean: 0.188198 Test 384 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.590087, outside autograd: 0.190000 mean: 0.196979 Test 384 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.589592, outside autograd: 0.260000 mean: 0.188385 Test 385 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.590190, outside autograd: 0.193333 mean: 0.196970 Test 385 Accuracy for gpu(0): under autograd: 0.656667 mean: 0.589766, outside autograd: 0.370000 mean: 0.188857 Test 386 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.590147, outside autograd: 0.166667 mean: 0.196891 Test 386 Accuracy for gpu(0): under autograd: 0.610000 mean: 0.589819, outside autograd: 0.250000 mean: 0.189016 Test 387 Accuracy for cpu(0): under autograd: 0.613333 mean: 0.590207, outside autograd: 0.233333 mean: 0.196985 Test 387 Accuracy for gpu(0): under autograd: 0.656667 mean: 0.589991, outside autograd: 0.116667 mean: 0.188829 Test 388 Accuracy for cpu(0): under autograd: 0.533333 mean: 0.590060, outside autograd: 0.260000 mean: 0.197148 Test 388 Accuracy for gpu(0): under autograd: 0.553333 mean: 0.589897, outside autograd: 0.223333 mean: 0.188918 Test 389 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.590137, outside autograd: 0.300000 mean: 0.197412 Test 389 Accuracy for gpu(0): under autograd: 0.606667 mean: 0.589940, outside autograd: 0.146667 mean: 0.188809 Test 390 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.590120, outside autograd: 0.160000 mean: 0.197316 Test 390 Accuracy for gpu(0): under autograd: 0.546667 mean: 0.589829, outside autograd: 0.180000 mean: 0.188786 Test 391 Accuracy for cpu(0): under autograd: 0.533333 mean: 0.589974, outside autograd: 0.123333 mean: 0.197127 Test 391 Accuracy for gpu(0): under autograd: 0.626667 mean: 0.589923, outside autograd: 0.226667 mean: 0.188883 Test 392 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.589949, outside autograd: 0.116667 mean: 0.196922 Test 392 Accuracy for gpu(0): under autograd: 0.636667 mean: 0.590043, outside autograd: 0.116667 mean: 0.188699 Test 393 Accuracy for cpu(0): under autograd: 0.690000 mean: 0.590204, outside autograd: 0.180000 mean: 0.196879 Test 393 Accuracy for gpu(0): under autograd: 0.526667 mean: 0.589881, outside autograd: 0.180000 mean: 0.188677 Test 394 Accuracy for cpu(0): under autograd: 0.636667 mean: 0.590321, outside autograd: 0.150000 mean: 0.196760 Test 394 Accuracy for gpu(0): under autograd: 0.636667 mean: 0.590000, outside autograd: 0.246667 mean: 0.188824 Test 395 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.590363, outside autograd: 0.210000 mean: 0.196793 Test 395 Accuracy for gpu(0): under autograd: 0.603333 mean: 0.590034, outside autograd: 0.250000 mean: 0.188979 Test 396 Accuracy for cpu(0): under autograd: 0.636667 mean: 0.590480, outside autograd: 0.130000 mean: 0.196625 Test 396 Accuracy for gpu(0): under autograd: 0.560000 mean: 0.589958, outside autograd: 0.180000 mean: 0.188956 Test 397 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.590521, outside autograd: 0.116667 mean: 0.196423 Test 397 Accuracy for gpu(0): under autograd: 0.540000 mean: 0.589832, outside autograd: 0.136667 mean: 0.188825 Test 398 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.590519, outside autograd: 0.253333 mean: 0.196566 Test 398 Accuracy for gpu(0): under autograd: 0.573333 mean: 0.589791, outside autograd: 0.190000 mean: 0.188827 Test 399 Accuracy for cpu(0): under autograd: 0.616667 mean: 0.590585, outside autograd: 0.220000 mean: 0.196625 Test 399 Accuracy for gpu(0): under autograd: 0.623333 mean: 0.589875, outside autograd: 0.113333 mean: 0.188638 Test 400 Accuracy for cpu(0): under autograd: 0.600000 mean: 0.590608, outside autograd: 0.233333 mean: 0.196717 Test 400 Accuracy for gpu(0): under autograd: 0.653333 mean: 0.590033, outside autograd: 0.163333 mean: 0.188575 Test 401 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.590707, outside autograd: 0.123333 mean: 0.196534 Test 401 Accuracy for gpu(0): under autograd: 0.536667 mean: 0.589900, outside autograd: 0.156667 mean: 0.188495 Test 402 Accuracy for cpu(0): under autograd: 0.633333 mean: 0.590813, outside autograd: 0.220000 mean: 0.196592 Test 402 Accuracy for gpu(0): under autograd: 0.490000 mean: 0.589652, outside autograd: 0.106667 mean: 0.188292 Test 403 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.590819, outside autograd: 0.140000 mean: 0.196452 Test 403 Accuracy for gpu(0): under autograd: 0.543333 mean: 0.589537, outside autograd: 0.123333 mean: 0.188131 Test 404 Accuracy for cpu(0): under autograd: 0.543333 mean: 0.590701, outside autograd: 0.110000 mean: 0.196238 Test 404 Accuracy for gpu(0): under autograd: 0.606667 mean: 0.589579, outside autograd: 0.233333 mean: 0.188243 Test 405 Accuracy for cpu(0): under autograd: 0.550000 mean: 0.590601, outside autograd: 0.180000 mean: 0.196198 Test 405 Accuracy for gpu(0): under autograd: 0.566667 mean: 0.589523, outside autograd: 0.130000 mean: 0.188099 Test 406 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.590599, outside autograd: 0.196667 mean: 0.196199 Test 406 Accuracy for gpu(0): under autograd: 0.640000 mean: 0.589647, outside autograd: 0.103333 mean: 0.187890 Test 407 Accuracy for cpu(0): under autograd: 0.516667 mean: 0.590418, outside autograd: 0.136667 mean: 0.196052 Test 407 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.589631, outside autograd: 0.253333 mean: 0.188051 Test 408 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.590425, outside autograd: 0.186667 mean: 0.196029 Test 408 Accuracy for gpu(0): under autograd: 0.553333 mean: 0.589542, outside autograd: 0.306667 mean: 0.188342 Test 409 Accuracy for cpu(0): under autograd: 0.603333 mean: 0.590456, outside autograd: 0.153333 mean: 0.195925 Test 409 Accuracy for gpu(0): under autograd: 0.590000 mean: 0.589544, outside autograd: 0.150000 mean: 0.188248 Test 410 Accuracy for cpu(0): under autograd: 0.656667 mean: 0.590618, outside autograd: 0.136667 mean: 0.195780 Test 410 Accuracy for gpu(0): under autograd: 0.603333 mean: 0.589577, outside autograd: 0.130000 mean: 0.188106 Test 411 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.590616, outside autograd: 0.280000 mean: 0.195985 Test 411 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.589570, outside autograd: 0.350000 mean: 0.188500 Test 412 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.590591, outside autograd: 0.156667 mean: 0.195890 Test 412 Accuracy for gpu(0): under autograd: 0.553333 mean: 0.589482, outside autograd: 0.300000 mean: 0.188770 Test 413 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.590549, outside autograd: 0.223333 mean: 0.195956 Test 413 Accuracy for gpu(0): under autograd: 0.633333 mean: 0.589588, outside autograd: 0.296667 mean: 0.189031 Test 414 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.590539, outside autograd: 0.370000 mean: 0.196377 Test 414 Accuracy for gpu(0): under autograd: 0.576667 mean: 0.589557, outside autograd: 0.270000 mean: 0.189227 Test 415 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.590610, outside autograd: 0.086667 mean: 0.196112 Test 415 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.589534, outside autograd: 0.203333 mean: 0.189261 Test 416 Accuracy for cpu(0): under autograd: 0.546667 mean: 0.590505, outside autograd: 0.140000 mean: 0.195978 Test 416 Accuracy for gpu(0): under autograd: 0.546667 mean: 0.589431, outside autograd: 0.163333 mean: 0.189199 Test 417 Accuracy for cpu(0): under autograd: 0.470000 mean: 0.590216, outside autograd: 0.170000 mean: 0.195915 Test 417 Accuracy for gpu(0): under autograd: 0.543333 mean: 0.589321, outside autograd: 0.136667 mean: 0.189073 Test 418 Accuracy for cpu(0): under autograd: 0.553333 mean: 0.590128, outside autograd: 0.240000 mean: 0.196021 Test 418 Accuracy for gpu(0): under autograd: 0.496667 mean: 0.589099, outside autograd: 0.223333 mean: 0.189155 Test 419 Accuracy for cpu(0): under autograd: 0.550000 mean: 0.590032, outside autograd: 0.203333 mean: 0.196038 Test 419 Accuracy for gpu(0): under autograd: 0.573333 mean: 0.589061, outside autograd: 0.126667 mean: 0.189006 Test 420 Accuracy for cpu(0): under autograd: 0.633333 mean: 0.590135, outside autograd: 0.196667 mean: 0.196040 Test 420 Accuracy for gpu(0): under autograd: 0.606667 mean: 0.589103, outside autograd: 0.336667 mean: 0.189357 Test 421 Accuracy for cpu(0): under autograd: 0.653333 mean: 0.590285, outside autograd: 0.203333 mean: 0.196057 Test 421 Accuracy for gpu(0): under autograd: 0.660000 mean: 0.589272, outside autograd: 0.190000 mean: 0.189359 Test 422 Accuracy for cpu(0): under autograd: 0.560000 mean: 0.590213, outside autograd: 0.126667 mean: 0.195893 Test 422 Accuracy for gpu(0): under autograd: 0.673333 mean: 0.589471, outside autograd: 0.200000 mean: 0.189384 Test 423 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.590158, outside autograd: 0.170000 mean: 0.195831 Test 423 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.589464, outside autograd: 0.196667 mean: 0.189401 Test 424 Accuracy for cpu(0): under autograd: 0.693333 mean: 0.590401, outside autograd: 0.173333 mean: 0.195778 Test 424 Accuracy for gpu(0): under autograd: 0.666667 mean: 0.589646, outside autograd: 0.206667 mean: 0.189442 Test 425 Accuracy for cpu(0): under autograd: 0.550000 mean: 0.590306, outside autograd: 0.213333 mean: 0.195820 Test 425 Accuracy for gpu(0): under autograd: 0.513333 mean: 0.589467, outside autograd: 0.176667 mean: 0.189412 Test 426 Accuracy for cpu(0): under autograd: 0.570000 mean: 0.590258, outside autograd: 0.110000 mean: 0.195618 Test 426 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.589484, outside autograd: 0.240000 mean: 0.189531 Test 427 Accuracy for cpu(0): under autograd: 0.553333 mean: 0.590172, outside autograd: 0.170000 mean: 0.195558 Test 427 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.589477, outside autograd: 0.150000 mean: 0.189438 Test 428 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.590148, outside autograd: 0.163333 mean: 0.195483 Test 428 Accuracy for gpu(0): under autograd: 0.576667 mean: 0.589447, outside autograd: 0.070000 mean: 0.189159 Test 429 Accuracy for cpu(0): under autograd: 0.596667 mean: 0.590163, outside autograd: 0.116667 mean: 0.195299 Test 429 Accuracy for gpu(0): under autograd: 0.556667 mean: 0.589371, outside autograd: 0.156667 mean: 0.189083 Test 430 Accuracy for cpu(0): under autograd: 0.616667 mean: 0.590225, outside autograd: 0.196667 mean: 0.195302 Test 430 Accuracy for gpu(0): under autograd: 0.543333 mean: 0.589264, outside autograd: 0.156667 mean: 0.189008 Test 431 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.590232, outside autograd: 0.280000 mean: 0.195499 Test 431 Accuracy for gpu(0): under autograd: 0.593333 mean: 0.589273, outside autograd: 0.100000 mean: 0.188801 Test 432 Accuracy for cpu(0): under autograd: 0.556667 mean: 0.590154, outside autograd: 0.126667 mean: 0.195340 Test 432 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.589329, outside autograd: 0.190000 mean: 0.188804 Test 433 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.590123, outside autograd: 0.236667 mean: 0.195435 Test 433 Accuracy for gpu(0): under autograd: 0.573333 mean: 0.589292, outside autograd: 0.216667 mean: 0.188868 Test 434 Accuracy for cpu(0): under autograd: 0.596667 mean: 0.590138, outside autograd: 0.103333 mean: 0.195223 Test 434 Accuracy for gpu(0): under autograd: 0.666667 mean: 0.589470, outside autograd: 0.153333 mean: 0.188786 Test 435 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.590138, outside autograd: 0.090000 mean: 0.194981 Test 435 Accuracy for gpu(0): under autograd: 0.576667 mean: 0.589441, outside autograd: 0.146667 mean: 0.188690 Test 436 Accuracy for cpu(0): under autograd: 0.546667 mean: 0.590038, outside autograd: 0.106667 mean: 0.194778 Test 436 Accuracy for gpu(0): under autograd: 0.603333 mean: 0.589472, outside autograd: 0.180000 mean: 0.188670 Test 437 Accuracy for cpu(0): under autograd: 0.516667 mean: 0.589870, outside autograd: 0.203333 mean: 0.194798 Test 437 Accuracy for gpu(0): under autograd: 0.610000 mean: 0.589519, outside autograd: 0.363333 mean: 0.189069 Test 438 Accuracy for cpu(0): under autograd: 0.646667 mean: 0.590000, outside autograd: 0.163333 mean: 0.194726 Test 438 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.589505, outside autograd: 0.133333 mean: 0.188942 Test 439 Accuracy for cpu(0): under autograd: 0.663333 mean: 0.590167, outside autograd: 0.200000 mean: 0.194738 Test 439 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.589575, outside autograd: 0.143333 mean: 0.188838 Test 440 Accuracy for cpu(0): under autograd: 0.556667 mean: 0.590091, outside autograd: 0.160000 mean: 0.194659 Test 440 Accuracy for gpu(0): under autograd: 0.623333 mean: 0.589652, outside autograd: 0.246667 mean: 0.188970 Test 441 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.590159, outside autograd: 0.290000 mean: 0.194875 Test 441 Accuracy for gpu(0): under autograd: 0.660000 mean: 0.589811, outside autograd: 0.260000 mean: 0.189131 Test 442 Accuracy for cpu(0): under autograd: 0.560000 mean: 0.590090, outside autograd: 0.133333 mean: 0.194736 Test 442 Accuracy for gpu(0): under autograd: 0.690000 mean: 0.590038, outside autograd: 0.346667 mean: 0.189487 Test 443 Accuracy for cpu(0): under autograd: 0.426667 mean: 0.589722, outside autograd: 0.170000 mean: 0.194680 Test 443 Accuracy for gpu(0): under autograd: 0.576667 mean: 0.590008, outside autograd: 0.136667 mean: 0.189368 Test 444 Accuracy for cpu(0): under autograd: 0.530000 mean: 0.589587, outside autograd: 0.246667 mean: 0.194797 Test 444 Accuracy for gpu(0): under autograd: 0.606667 mean: 0.590045, outside autograd: 0.103333 mean: 0.189174 Test 445 Accuracy for cpu(0): under autograd: 0.556667 mean: 0.589513, outside autograd: 0.143333 mean: 0.194682 Test 445 Accuracy for gpu(0): under autograd: 0.483333 mean: 0.589805, outside autograd: 0.200000 mean: 0.189199 Test 446 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.589507, outside autograd: 0.253333 mean: 0.194813 Test 446 Accuracy for gpu(0): under autograd: 0.493333 mean: 0.589589, outside autograd: 0.200000 mean: 0.189223 Test 447 Accuracy for cpu(0): under autograd: 0.526667 mean: 0.589366, outside autograd: 0.143333 mean: 0.194698 Test 447 Accuracy for gpu(0): under autograd: 0.573333 mean: 0.589553, outside autograd: 0.280000 mean: 0.189426 Test 448 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.589330, outside autograd: 0.160000 mean: 0.194621 Test 448 Accuracy for gpu(0): under autograd: 0.553333 mean: 0.589472, outside autograd: 0.246667 mean: 0.189554 Test 449 Accuracy for cpu(0): under autograd: 0.623333 mean: 0.589406, outside autograd: 0.133333 mean: 0.194484 Test 449 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.589488, outside autograd: 0.196667 mean: 0.189569 Test 450 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.589415, outside autograd: 0.126667 mean: 0.194333 Test 450 Accuracy for gpu(0): under autograd: 0.553333 mean: 0.589407, outside autograd: 0.166667 mean: 0.189519 Test 451 Accuracy for cpu(0): under autograd: 0.540000 mean: 0.589305, outside autograd: 0.193333 mean: 0.194331 Test 451 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.589387, outside autograd: 0.200000 mean: 0.189542 Test 452 Accuracy for cpu(0): under autograd: 0.570000 mean: 0.589263, outside autograd: 0.143333 mean: 0.194218 Test 452 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.589403, outside autograd: 0.136667 mean: 0.189425 Test 453 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.589249, outside autograd: 0.130000 mean: 0.194077 Test 453 Accuracy for gpu(0): under autograd: 0.616667 mean: 0.589463, outside autograd: 0.170000 mean: 0.189382 Test 454 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.589258, outside autograd: 0.150000 mean: 0.193979 Test 454 Accuracy for gpu(0): under autograd: 0.663333 mean: 0.589626, outside autograd: 0.210000 mean: 0.189427 Test 455 Accuracy for cpu(0): under autograd: 0.550000 mean: 0.589172, outside autograd: 0.320000 mean: 0.194256 Test 455 Accuracy for gpu(0): under autograd: 0.486667 mean: 0.589399, outside autograd: 0.113333 mean: 0.189260 Test 456 Accuracy for cpu(0): under autograd: 0.543333 mean: 0.589072, outside autograd: 0.166667 mean: 0.194196 Test 456 Accuracy for gpu(0): under autograd: 0.630000 mean: 0.589488, outside autograd: 0.146667 mean: 0.189167 Test 457 Accuracy for cpu(0): under autograd: 0.503333 mean: 0.588884, outside autograd: 0.150000 mean: 0.194099 Test 457 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.589468, outside autograd: 0.160000 mean: 0.189103 Test 458 Accuracy for cpu(0): under autograd: 0.626667 mean: 0.588967, outside autograd: 0.116667 mean: 0.193930 Test 458 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.589534, outside autograd: 0.173333 mean: 0.189068 Test 459 Accuracy for cpu(0): under autograd: 0.570000 mean: 0.588925, outside autograd: 0.123333 mean: 0.193776 Test 459 Accuracy for gpu(0): under autograd: 0.650000 mean: 0.589666, outside autograd: 0.123333 mean: 0.188925 Test 460 Accuracy for cpu(0): under autograd: 0.660000 mean: 0.589080, outside autograd: 0.113333 mean: 0.193601 Test 460 Accuracy for gpu(0): under autograd: 0.593333 mean: 0.589674, outside autograd: 0.250000 mean: 0.189058 Test 461 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.589118, outside autograd: 0.110000 mean: 0.193420 Test 461 Accuracy for gpu(0): under autograd: 0.600000 mean: 0.589696, outside autograd: 0.120000 mean: 0.188908 Test 462 Accuracy for cpu(0): under autograd: 0.653333 mean: 0.589257, outside autograd: 0.273333 mean: 0.193593 Test 462 Accuracy for gpu(0): under autograd: 0.603333 mean: 0.589726, outside autograd: 0.216667 mean: 0.188968 Test 463 Accuracy for cpu(0): under autograd: 0.523333 mean: 0.589114, outside autograd: 0.116667 mean: 0.193427 Test 463 Accuracy for gpu(0): under autograd: 0.623333 mean: 0.589798, outside autograd: 0.123333 mean: 0.188826 Test 464 Accuracy for cpu(0): under autograd: 0.530000 mean: 0.588987, outside autograd: 0.140000 mean: 0.193312 Test 464 Accuracy for gpu(0): under autograd: 0.523333 mean: 0.589655, outside autograd: 0.133333 mean: 0.188707 Test 465 Accuracy for cpu(0): under autograd: 0.613333 mean: 0.589039, outside autograd: 0.173333 mean: 0.193269 Test 465 Accuracy for gpu(0): under autograd: 0.683333 mean: 0.589857, outside autograd: 0.320000 mean: 0.188989 Test 466 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.589020, outside autograd: 0.173333 mean: 0.193226 Test 466 Accuracy for gpu(0): under autograd: 0.540000 mean: 0.589750, outside autograd: 0.173333 mean: 0.188956 Test 467 Accuracy for cpu(0): under autograd: 0.550000 mean: 0.588936, outside autograd: 0.123333 mean: 0.193076 Test 467 Accuracy for gpu(0): under autograd: 0.626667 mean: 0.589829, outside autograd: 0.136667 mean: 0.188844 Test 468 Accuracy for cpu(0): under autograd: 0.560000 mean: 0.588875, outside autograd: 0.266667 mean: 0.193234 Test 468 Accuracy for gpu(0): under autograd: 0.480000 mean: 0.589594, outside autograd: 0.110000 mean: 0.188675 Test 469 Accuracy for cpu(0): under autograd: 0.603333 mean: 0.588905, outside autograd: 0.183333 mean: 0.193213 Test 469 Accuracy for gpu(0): under autograd: 0.576667 mean: 0.589566, outside autograd: 0.196667 mean: 0.188692 Test 470 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.588993, outside autograd: 0.183333 mean: 0.193191 Test 470 Accuracy for gpu(0): under autograd: 0.553333 mean: 0.589489, outside autograd: 0.210000 mean: 0.188738 Test 471 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.588981, outside autograd: 0.253333 mean: 0.193319 Test 471 Accuracy for gpu(0): under autograd: 0.546667 mean: 0.589398, outside autograd: 0.250000 mean: 0.188868 Test 472 Accuracy for cpu(0): under autograd: 0.646667 mean: 0.589103, outside autograd: 0.200000 mean: 0.193333 Test 472 Accuracy for gpu(0): under autograd: 0.530000 mean: 0.589273, outside autograd: 0.140000 mean: 0.188764 Test 473 Accuracy for cpu(0): under autograd: 0.543333 mean: 0.589006, outside autograd: 0.176667 mean: 0.193298 Test 473 Accuracy for gpu(0): under autograd: 0.516667 mean: 0.589119, outside autograd: 0.186667 mean: 0.188760 Test 474 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.589093, outside autograd: 0.276667 mean: 0.193474 Test 474 Accuracy for gpu(0): under autograd: 0.653333 mean: 0.589255, outside autograd: 0.116667 mean: 0.188608 Test 475 Accuracy for cpu(0): under autograd: 0.553333 mean: 0.589018, outside autograd: 0.190000 mean: 0.193467 Test 475 Accuracy for gpu(0): under autograd: 0.666667 mean: 0.589418, outside autograd: 0.200000 mean: 0.188632 Test 476 Accuracy for cpu(0): under autograd: 0.503333 mean: 0.588838, outside autograd: 0.143333 mean: 0.193361 Test 476 Accuracy for gpu(0): under autograd: 0.570000 mean: 0.589377, outside autograd: 0.206667 mean: 0.188669 Test 477 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.588903, outside autograd: 0.243333 mean: 0.193466 Test 477 Accuracy for gpu(0): under autograd: 0.633333 mean: 0.589469, outside autograd: 0.230000 mean: 0.188756 Test 478 Accuracy for cpu(0): under autograd: 0.486667 mean: 0.588689, outside autograd: 0.090000 mean: 0.193250 Test 478 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.589519, outside autograd: 0.203333 mean: 0.188787 Test 479 Accuracy for cpu(0): under autograd: 0.653333 mean: 0.588824, outside autograd: 0.173333 mean: 0.193208 Test 479 Accuracy for gpu(0): under autograd: 0.556667 mean: 0.589450, outside autograd: 0.200000 mean: 0.188810 Test 480 Accuracy for cpu(0): under autograd: 0.600000 mean: 0.588847, outside autograd: 0.173333 mean: 0.193167 Test 480 Accuracy for gpu(0): under autograd: 0.573333 mean: 0.589417, outside autograd: 0.183333 mean: 0.188799 Test 481 Accuracy for cpu(0): under autograd: 0.546667 mean: 0.588760, outside autograd: 0.190000 mean: 0.193160 Test 481 Accuracy for gpu(0): under autograd: 0.603333 mean: 0.589446, outside autograd: 0.220000 mean: 0.188863 Test 482 Accuracy for cpu(0): under autograd: 0.536667 mean: 0.588651, outside autograd: 0.136667 mean: 0.193043 Test 482 Accuracy for gpu(0): under autograd: 0.673333 mean: 0.589620, outside autograd: 0.280000 mean: 0.189053 Test 483 Accuracy for cpu(0): under autograd: 0.520000 mean: 0.588509, outside autograd: 0.370000 mean: 0.193409 Test 483 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.589607, outside autograd: 0.230000 mean: 0.189137 Test 484 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.588595, outside autograd: 0.176667 mean: 0.193375 Test 484 Accuracy for gpu(0): under autograd: 0.553333 mean: 0.589532, outside autograd: 0.286667 mean: 0.189339 Test 485 Accuracy for cpu(0): under autograd: 0.506667 mean: 0.588426, outside autograd: 0.246667 mean: 0.193485 Test 485 Accuracy for gpu(0): under autograd: 0.610000 mean: 0.589574, outside autograd: 0.133333 mean: 0.189223 Test 486 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.588471, outside autograd: 0.153333 mean: 0.193402 Test 486 Accuracy for gpu(0): under autograd: 0.623333 mean: 0.589643, outside autograd: 0.126667 mean: 0.189095 Test 487 Accuracy for cpu(0): under autograd: 0.616667 mean: 0.588528, outside autograd: 0.220000 mean: 0.193457 Test 487 Accuracy for gpu(0): under autograd: 0.603333 mean: 0.589671, outside autograd: 0.133333 mean: 0.188980 Test 488 Accuracy for cpu(0): under autograd: 0.553333 mean: 0.588456, outside autograd: 0.153333 mean: 0.193374 Test 488 Accuracy for gpu(0): under autograd: 0.576667 mean: 0.589645, outside autograd: 0.163333 mean: 0.188928 Test 489 Accuracy for cpu(0): under autograd: 0.596667 mean: 0.588473, outside autograd: 0.236667 mean: 0.193463 Test 489 Accuracy for gpu(0): under autograd: 0.656667 mean: 0.589782, outside autograd: 0.180000 mean: 0.188909 Test 490 Accuracy for cpu(0): under autograd: 0.510000 mean: 0.588313, outside autograd: 0.270000 mean: 0.193619 Test 490 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.589762, outside autograd: 0.186667 mean: 0.188905 Test 491 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.588310, outside autograd: 0.243333 mean: 0.193720 Test 491 Accuracy for gpu(0): under autograd: 0.576667 mean: 0.589735, outside autograd: 0.140000 mean: 0.188805 Test 492 Accuracy for cpu(0): under autograd: 0.563333 mean: 0.588259, outside autograd: 0.143333 mean: 0.193618 Test 492 Accuracy for gpu(0): under autograd: 0.653333 mean: 0.589864, outside autograd: 0.150000 mean: 0.188726 Test 493 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.588296, outside autograd: 0.083333 mean: 0.193394 Test 493 Accuracy for gpu(0): under autograd: 0.650000 mean: 0.589986, outside autograd: 0.136667 mean: 0.188621 Test 494 Accuracy for cpu(0): under autograd: 0.643333 mean: 0.588408, outside autograd: 0.286667 mean: 0.193583 Test 494 Accuracy for gpu(0): under autograd: 0.553333 mean: 0.589912, outside autograd: 0.210000 mean: 0.188664 Test 495 Accuracy for cpu(0): under autograd: 0.563333 mean: 0.588357, outside autograd: 0.226667 mean: 0.193650 Test 495 Accuracy for gpu(0): under autograd: 0.536667 mean: 0.589805, outside autograd: 0.196667 mean: 0.188680 Test 496 Accuracy for cpu(0): under autograd: 0.613333 mean: 0.588407, outside autograd: 0.320000 mean: 0.193905 Test 496 Accuracy for gpu(0): under autograd: 0.640000 mean: 0.589906, outside autograd: 0.170000 mean: 0.188642 Test 497 Accuracy for cpu(0): under autograd: 0.556667 mean: 0.588343, outside autograd: 0.216667 mean: 0.193950 Test 497 Accuracy for gpu(0): under autograd: 0.566667 mean: 0.589859, outside autograd: 0.136667 mean: 0.188538 Test 498 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.588380, outside autograd: 0.233333 mean: 0.194029 Test 498 Accuracy for gpu(0): under autograd: 0.626667 mean: 0.589933, outside autograd: 0.140000 mean: 0.188440 Test 499 Accuracy for cpu(0): under autograd: 0.633333 mean: 0.588470, outside autograd: 0.306667 mean: 0.194255 Test 499 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.589920, outside autograd: 0.133333 mean: 0.188330 Test 500 Accuracy for cpu(0): under autograd: 0.560000 mean: 0.588413, outside autograd: 0.130000 mean: 0.194127 Test 500 Accuracy for gpu(0): under autograd: 0.560000 mean: 0.589860, outside autograd: 0.163333 mean: 0.188280 Test 501 Accuracy for cpu(0): under autograd: 0.543333 mean: 0.588323, outside autograd: 0.280000 mean: 0.194298 Test 501 Accuracy for gpu(0): under autograd: 0.563333 mean: 0.589807, outside autograd: 0.276667 mean: 0.188456 Test 502 Accuracy for cpu(0): under autograd: 0.543333 mean: 0.588234, outside autograd: 0.156667 mean: 0.194223 Test 502 Accuracy for gpu(0): under autograd: 0.573333 mean: 0.589774, outside autograd: 0.140000 mean: 0.188360 Test 503 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.588217, outside autograd: 0.073333 mean: 0.193983 Test 503 Accuracy for gpu(0): under autograd: 0.540000 mean: 0.589675, outside autograd: 0.140000 mean: 0.188264 Test 504 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.588201, outside autograd: 0.106667 mean: 0.193810 Test 504 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.589735, outside autograd: 0.223333 mean: 0.188333 Test 505 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.588205, outside autograd: 0.150000 mean: 0.193723 Test 505 Accuracy for gpu(0): under autograd: 0.606667 mean: 0.589769, outside autograd: 0.213333 mean: 0.188383 Test 506 Accuracy for cpu(0): under autograd: 0.603333 mean: 0.588235, outside autograd: 0.126667 mean: 0.193590 Test 506 Accuracy for gpu(0): under autograd: 0.643333 mean: 0.589875, outside autograd: 0.213333 mean: 0.188432 Test 507 Accuracy for cpu(0): under autograd: 0.653333 mean: 0.588363, outside autograd: 0.206667 mean: 0.193616 Test 507 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.589855, outside autograd: 0.146667 mean: 0.188350 Test 508 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.588320, outside autograd: 0.223333 mean: 0.193675 Test 508 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.589843, outside autograd: 0.283333 mean: 0.188537 Test 509 Accuracy for cpu(0): under autograd: 0.536667 mean: 0.588219, outside autograd: 0.216667 mean: 0.193720 Test 509 Accuracy for gpu(0): under autograd: 0.666667 mean: 0.589993, outside autograd: 0.306667 mean: 0.188769 Test 510 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.588255, outside autograd: 0.313333 mean: 0.193954 Test 510 Accuracy for gpu(0): under autograd: 0.626667 mean: 0.590065, outside autograd: 0.120000 mean: 0.188634 Test 511 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.588232, outside autograd: 0.116667 mean: 0.193803 Test 511 Accuracy for gpu(0): under autograd: 0.540000 mean: 0.589967, outside autograd: 0.236667 mean: 0.188728 Test 512 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.588294, outside autograd: 0.236667 mean: 0.193887 Test 512 Accuracy for gpu(0): under autograd: 0.670000 mean: 0.590124, outside autograd: 0.136667 mean: 0.188626 Test 513 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.588337, outside autograd: 0.286667 mean: 0.194068 Test 513 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.590104, outside autograd: 0.133333 mean: 0.188519 Test 514 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.588327, outside autograd: 0.203333 mean: 0.194086 Test 514 Accuracy for gpu(0): under autograd: 0.616667 mean: 0.590156, outside autograd: 0.176667 mean: 0.188495 Test 515 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.588337, outside autograd: 0.150000 mean: 0.194000 Test 515 Accuracy for gpu(0): under autograd: 0.570000 mean: 0.590117, outside autograd: 0.143333 mean: 0.188408 Test 516 Accuracy for cpu(0): under autograd: 0.473333 mean: 0.588114, outside autograd: 0.236667 mean: 0.194083 Test 516 Accuracy for gpu(0): under autograd: 0.623333 mean: 0.590181, outside autograd: 0.186667 mean: 0.188404 Test 517 Accuracy for cpu(0): under autograd: 0.603333 mean: 0.588143, outside autograd: 0.330000 mean: 0.194346 Test 517 Accuracy for gpu(0): under autograd: 0.600000 mean: 0.590200, outside autograd: 0.333333 mean: 0.188685 Test 518 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.588121, outside autograd: 0.150000 mean: 0.194260 Test 518 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.590180, outside autograd: 0.243333 mean: 0.188790 Test 519 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.588118, outside autograd: 0.273333 mean: 0.194412 Test 519 Accuracy for gpu(0): under autograd: 0.560000 mean: 0.590122, outside autograd: 0.240000 mean: 0.188889 Test 520 Accuracy for cpu(0): under autograd: 0.500000 mean: 0.587949, outside autograd: 0.163333 mean: 0.194353 Test 520 Accuracy for gpu(0): under autograd: 0.530000 mean: 0.590006, outside autograd: 0.153333 mean: 0.188821 Test 521 Accuracy for cpu(0): under autograd: 0.550000 mean: 0.587876, outside autograd: 0.156667 mean: 0.194280 Test 521 Accuracy for gpu(0): under autograd: 0.616667 mean: 0.590058, outside autograd: 0.160000 mean: 0.188765 Test 522 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.587854, outside autograd: 0.200000 mean: 0.194291 Test 522 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.590115, outside autograd: 0.120000 mean: 0.188633 Test 523 Accuracy for cpu(0): under autograd: 0.506667 mean: 0.587699, outside autograd: 0.190000 mean: 0.194283 Test 523 Accuracy for gpu(0): under autograd: 0.643333 mean: 0.590217, outside autograd: 0.366667 mean: 0.188974 Test 524 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.587780, outside autograd: 0.273333 mean: 0.194434 Test 524 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.590197, outside autograd: 0.266667 mean: 0.189122 Test 525 Accuracy for cpu(0): under autograd: 0.626667 mean: 0.587854, outside autograd: 0.263333 mean: 0.194565 Test 525 Accuracy for gpu(0): under autograd: 0.536667 mean: 0.590095, outside autograd: 0.096667 mean: 0.188946 Test 526 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.587852, outside autograd: 0.086667 mean: 0.194360 Test 526 Accuracy for gpu(0): under autograd: 0.490000 mean: 0.589905, outside autograd: 0.120000 mean: 0.188815 Test 527 Accuracy for cpu(0): under autograd: 0.543333 mean: 0.587767, outside autograd: 0.130000 mean: 0.194238 Test 527 Accuracy for gpu(0): under autograd: 0.503333 mean: 0.589741, outside autograd: 0.116667 mean: 0.188678 Test 528 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.587746, outside autograd: 0.233333 mean: 0.194312 Test 528 Accuracy for gpu(0): under autograd: 0.640000 mean: 0.589836, outside autograd: 0.113333 mean: 0.188535 Test 529 Accuracy for cpu(0): under autograd: 0.653333 mean: 0.587870, outside autograd: 0.116667 mean: 0.194165 Test 529 Accuracy for gpu(0): under autograd: 0.626667 mean: 0.589905, outside autograd: 0.083333 mean: 0.188336 Test 530 Accuracy for cpu(0): under autograd: 0.533333 mean: 0.587767, outside autograd: 0.120000 mean: 0.194025 Test 530 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.589962, outside autograd: 0.346667 mean: 0.188635 Test 531 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.587740, outside autograd: 0.310000 mean: 0.194244 Test 531 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.589944, outside autograd: 0.223333 mean: 0.188701 Test 532 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.587738, outside autograd: 0.150000 mean: 0.194160 Test 532 Accuracy for gpu(0): under autograd: 0.600000 mean: 0.589962, outside autograd: 0.180000 mean: 0.188684 Test 533 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.587724, outside autograd: 0.263333 mean: 0.194290 Test 533 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.589975, outside autograd: 0.230000 mean: 0.188762 Test 534 Accuracy for cpu(0): under autograd: 0.570000 mean: 0.587690, outside autograd: 0.310000 mean: 0.194507 Test 534 Accuracy for gpu(0): under autograd: 0.536667 mean: 0.589875, outside autograd: 0.186667 mean: 0.188758 Test 535 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.587651, outside autograd: 0.063333 mean: 0.194262 Test 535 Accuracy for gpu(0): under autograd: 0.626667 mean: 0.589944, outside autograd: 0.180000 mean: 0.188741 Test 536 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.587612, outside autograd: 0.230000 mean: 0.194328 Test 536 Accuracy for gpu(0): under autograd: 0.656667 mean: 0.590068, outside autograd: 0.353333 mean: 0.189049 Test 537 Accuracy for cpu(0): under autograd: 0.553333 mean: 0.587548, outside autograd: 0.110000 mean: 0.194171 Test 537 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.590112, outside autograd: 0.226667 mean: 0.189119 Test 538 Accuracy for cpu(0): under autograd: 0.550000 mean: 0.587478, outside autograd: 0.140000 mean: 0.194071 Test 538 Accuracy for gpu(0): under autograd: 0.516667 mean: 0.589975, outside autograd: 0.093333 mean: 0.188941 Test 539 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.587452, outside autograd: 0.133333 mean: 0.193958 Test 539 Accuracy for gpu(0): under autograd: 0.576667 mean: 0.589951, outside autograd: 0.110000 mean: 0.188794 Test 540 Accuracy for cpu(0): under autograd: 0.720000 mean: 0.587698, outside autograd: 0.200000 mean: 0.193969 Test 540 Accuracy for gpu(0): under autograd: 0.560000 mean: 0.589895, outside autograd: 0.143333 mean: 0.188710 Test 541 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.587733, outside autograd: 0.326667 mean: 0.194214 Test 541 Accuracy for gpu(0): under autograd: 0.570000 mean: 0.589858, outside autograd: 0.263333 mean: 0.188848 Test 542 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.587724, outside autograd: 0.170000 mean: 0.194170 Test 542 Accuracy for gpu(0): under autograd: 0.690000 mean: 0.590043, outside autograd: 0.166667 mean: 0.188807 Test 543 Accuracy for cpu(0): under autograd: 0.616667 mean: 0.587778, outside autograd: 0.123333 mean: 0.194039 Test 543 Accuracy for gpu(0): under autograd: 0.566667 mean: 0.590000, outside autograd: 0.233333 mean: 0.188889 Test 544 Accuracy for cpu(0): under autograd: 0.603333 mean: 0.587806, outside autograd: 0.160000 mean: 0.193977 Test 544 Accuracy for gpu(0): under autograd: 0.566667 mean: 0.589957, outside autograd: 0.140000 mean: 0.188799 Test 545 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.587792, outside autograd: 0.116667 mean: 0.193835 Test 545 Accuracy for gpu(0): under autograd: 0.646667 mean: 0.590061, outside autograd: 0.133333 mean: 0.188697 Test 546 Accuracy for cpu(0): under autograd: 0.503333 mean: 0.587637, outside autograd: 0.243333 mean: 0.193926 Test 546 Accuracy for gpu(0): under autograd: 0.563333 mean: 0.590012, outside autograd: 0.160000 mean: 0.188645 Test 547 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.587697, outside autograd: 0.150000 mean: 0.193845 Test 547 Accuracy for gpu(0): under autograd: 0.570000 mean: 0.589976, outside autograd: 0.080000 mean: 0.188446 Test 548 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.587689, outside autograd: 0.150000 mean: 0.193765 Test 548 Accuracy for gpu(0): under autograd: 0.593333 mean: 0.589982, outside autograd: 0.153333 mean: 0.188382 Test 549 Accuracy for cpu(0): under autograd: 0.596667 mean: 0.587705, outside autograd: 0.226667 mean: 0.193825 Test 549 Accuracy for gpu(0): under autograd: 0.606667 mean: 0.590012, outside autograd: 0.226667 mean: 0.188452 Test 550 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.587703, outside autograd: 0.190000 mean: 0.193818 Test 550 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.590067, outside autograd: 0.250000 mean: 0.188564 Test 551 Accuracy for cpu(0): under autograd: 0.523333 mean: 0.587586, outside autograd: 0.190000 mean: 0.193811 Test 551 Accuracy for gpu(0): under autograd: 0.676667 mean: 0.590224, outside autograd: 0.116667 mean: 0.188433 Test 552 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.587621, outside autograd: 0.206667 mean: 0.193835 Test 552 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.590236, outside autograd: 0.193333 mean: 0.188442 Test 553 Accuracy for cpu(0): under autograd: 0.603333 mean: 0.587649, outside autograd: 0.203333 mean: 0.193852 Test 553 Accuracy for gpu(0): under autograd: 0.630000 mean: 0.590307, outside autograd: 0.226667 mean: 0.188511 Test 554 Accuracy for cpu(0): under autograd: 0.553333 mean: 0.587587, outside autograd: 0.223333 mean: 0.193905 Test 554 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.590289, outside autograd: 0.096667 mean: 0.188345 Test 555 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.587628, outside autograd: 0.166667 mean: 0.193856 Test 555 Accuracy for gpu(0): under autograd: 0.513333 mean: 0.590150, outside autograd: 0.183333 mean: 0.188336 Test 556 Accuracy for cpu(0): under autograd: 0.546667 mean: 0.587554, outside autograd: 0.170000 mean: 0.193813 Test 556 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.590162, outside autograd: 0.233333 mean: 0.188417 Test 557 Accuracy for cpu(0): under autograd: 0.670000 mean: 0.587702, outside autograd: 0.273333 mean: 0.193956 Test 557 Accuracy for gpu(0): under autograd: 0.643333 mean: 0.590257, outside autograd: 0.176667 mean: 0.188396 Test 558 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.587778, outside autograd: 0.180000 mean: 0.193931 Test 558 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.590245, outside autograd: 0.286667 mean: 0.188572 Test 559 Accuracy for cpu(0): under autograd: 0.570000 mean: 0.587746, outside autograd: 0.160000 mean: 0.193870 Test 559 Accuracy for gpu(0): under autograd: 0.576667 mean: 0.590221, outside autograd: 0.200000 mean: 0.188593 Test 560 Accuracy for cpu(0): under autograd: 0.636667 mean: 0.587833, outside autograd: 0.233333 mean: 0.193940 Test 560 Accuracy for gpu(0): under autograd: 0.550000 mean: 0.590149, outside autograd: 0.116667 mean: 0.188464 Test 561 Accuracy for cpu(0): under autograd: 0.623333 mean: 0.587897, outside autograd: 0.220000 mean: 0.193987 Test 561 Accuracy for gpu(0): under autograd: 0.550000 mean: 0.590077, outside autograd: 0.186667 mean: 0.188461 Test 562 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.587871, outside autograd: 0.130000 mean: 0.193873 Test 562 Accuracy for gpu(0): under autograd: 0.463333 mean: 0.589852, outside autograd: 0.133333 mean: 0.188363 Test 563 Accuracy for cpu(0): under autograd: 0.640000 mean: 0.587963, outside autograd: 0.206667 mean: 0.193896 Test 563 Accuracy for gpu(0): under autograd: 0.656667 mean: 0.589970, outside autograd: 0.200000 mean: 0.188384 Test 564 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.587961, outside autograd: 0.253333 mean: 0.194001 Test 564 Accuracy for gpu(0): under autograd: 0.486667 mean: 0.589787, outside autograd: 0.186667 mean: 0.188381 Test 565 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.587941, outside autograd: 0.263333 mean: 0.194124 Test 565 Accuracy for gpu(0): under autograd: 0.573333 mean: 0.589758, outside autograd: 0.160000 mean: 0.188330 Test 566 Accuracy for cpu(0): under autograd: 0.533333 mean: 0.587845, outside autograd: 0.273333 mean: 0.194264 Test 566 Accuracy for gpu(0): under autograd: 0.503333 mean: 0.589605, outside autograd: 0.206667 mean: 0.188363 Test 567 Accuracy for cpu(0): under autograd: 0.623333 mean: 0.587907, outside autograd: 0.130000 mean: 0.194150 Test 567 Accuracy for gpu(0): under autograd: 0.553333 mean: 0.589541, outside autograd: 0.190000 mean: 0.188366 Test 568 Accuracy for cpu(0): under autograd: 0.600000 mean: 0.587928, outside autograd: 0.163333 mean: 0.194096 Test 568 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.589525, outside autograd: 0.190000 mean: 0.188369 Test 569 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.587891, outside autograd: 0.120000 mean: 0.193966 Test 569 Accuracy for gpu(0): under autograd: 0.636667 mean: 0.589607, outside autograd: 0.223333 mean: 0.188430 Test 570 Accuracy for cpu(0): under autograd: 0.673333 mean: 0.588041, outside autograd: 0.136667 mean: 0.193865 Test 570 Accuracy for gpu(0): under autograd: 0.723333 mean: 0.589842, outside autograd: 0.293333 mean: 0.188614 Test 571 Accuracy for cpu(0): under autograd: 0.640000 mean: 0.588132, outside autograd: 0.156667 mean: 0.193800 Test 571 Accuracy for gpu(0): under autograd: 0.626667 mean: 0.589907, outside autograd: 0.293333 mean: 0.188797 Test 572 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.588188, outside autograd: 0.136667 mean: 0.193700 Test 572 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.589948, outside autograd: 0.223333 mean: 0.188858 Test 573 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.588220, outside autograd: 0.123333 mean: 0.193578 Test 573 Accuracy for gpu(0): under autograd: 0.590000 mean: 0.589948, outside autograd: 0.126667 mean: 0.188749 Test 574 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.588229, outside autograd: 0.170000 mean: 0.193537 Test 574 Accuracy for gpu(0): under autograd: 0.526667 mean: 0.589837, outside autograd: 0.186667 mean: 0.188746 Test 575 Accuracy for cpu(0): under autograd: 0.626667 mean: 0.588296, outside autograd: 0.106667 mean: 0.193386 Test 575 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.589826, outside autograd: 0.206667 mean: 0.188777 Test 576 Accuracy for cpu(0): under autograd: 0.656667 mean: 0.588414, outside autograd: 0.176667 mean: 0.193356 Test 576 Accuracy for gpu(0): under autograd: 0.666667 mean: 0.589959, outside autograd: 0.116667 mean: 0.188652 Test 577 Accuracy for cpu(0): under autograd: 0.626667 mean: 0.588481, outside autograd: 0.103333 mean: 0.193200 Test 577 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.589971, outside autograd: 0.230000 mean: 0.188723 Test 578 Accuracy for cpu(0): under autograd: 0.623333 mean: 0.588541, outside autograd: 0.200000 mean: 0.193212 Test 578 Accuracy for gpu(0): under autograd: 0.653333 mean: 0.590081, outside autograd: 0.203333 mean: 0.188749 Test 579 Accuracy for cpu(0): under autograd: 0.546667 mean: 0.588469, outside autograd: 0.116667 mean: 0.193080 Test 579 Accuracy for gpu(0): under autograd: 0.666667 mean: 0.590213, outside autograd: 0.200000 mean: 0.188768 Test 580 Accuracy for cpu(0): under autograd: 0.676667 mean: 0.588621, outside autograd: 0.180000 mean: 0.193057 Test 580 Accuracy for gpu(0): under autograd: 0.496667 mean: 0.590052, outside autograd: 0.153333 mean: 0.188707 Test 581 Accuracy for cpu(0): under autograd: 0.680000 mean: 0.588778, outside autograd: 0.146667 mean: 0.192978 Test 581 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.590034, outside autograd: 0.200000 mean: 0.188726 Test 582 Accuracy for cpu(0): under autograd: 0.553333 mean: 0.588717, outside autograd: 0.180000 mean: 0.192955 Test 582 Accuracy for gpu(0): under autograd: 0.710000 mean: 0.590241, outside autograd: 0.103333 mean: 0.188580 Test 583 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.588754, outside autograd: 0.073333 mean: 0.192750 Test 583 Accuracy for gpu(0): under autograd: 0.693333 mean: 0.590417, outside autograd: 0.253333 mean: 0.188691 Test 584 Accuracy for cpu(0): under autograd: 0.623333 mean: 0.588813, outside autograd: 0.183333 mean: 0.192734 Test 584 Accuracy for gpu(0): under autograd: 0.606667 mean: 0.590445, outside autograd: 0.210000 mean: 0.188727 Test 585 Accuracy for cpu(0): under autograd: 0.633333 mean: 0.588889, outside autograd: 0.280000 mean: 0.192883 Test 585 Accuracy for gpu(0): under autograd: 0.526667 mean: 0.590336, outside autograd: 0.186667 mean: 0.188724 Test 586 Accuracy for cpu(0): under autograd: 0.596667 mean: 0.588902, outside autograd: 0.146667 mean: 0.192804 Test 586 Accuracy for gpu(0): under autograd: 0.636667 mean: 0.590415, outside autograd: 0.163333 mean: 0.188680 Test 587 Accuracy for cpu(0): under autograd: 0.563333 mean: 0.588859, outside autograd: 0.110000 mean: 0.192663 Test 587 Accuracy for gpu(0): under autograd: 0.656667 mean: 0.590528, outside autograd: 0.223333 mean: 0.188739 Test 588 Accuracy for cpu(0): under autograd: 0.550000 mean: 0.588793, outside autograd: 0.203333 mean: 0.192681 Test 588 Accuracy for gpu(0): under autograd: 0.573333 mean: 0.590499, outside autograd: 0.116667 mean: 0.188617 Test 589 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.588795, outside autograd: 0.106667 mean: 0.192535 Test 589 Accuracy for gpu(0): under autograd: 0.633333 mean: 0.590572, outside autograd: 0.200000 mean: 0.188636 Test 590 Accuracy for cpu(0): under autograd: 0.660000 mean: 0.588915, outside autograd: 0.320000 mean: 0.192751 Test 590 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.590559, outside autograd: 0.193333 mean: 0.188644 Test 591 Accuracy for cpu(0): under autograd: 0.553333 mean: 0.588855, outside autograd: 0.303333 mean: 0.192939 Test 591 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.590609, outside autograd: 0.100000 mean: 0.188494 Test 592 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.588908, outside autograd: 0.133333 mean: 0.192838 Test 592 Accuracy for gpu(0): under autograd: 0.650000 mean: 0.590709, outside autograd: 0.220000 mean: 0.188547 Test 593 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.588938, outside autograd: 0.253333 mean: 0.192940 Test 593 Accuracy for gpu(0): under autograd: 0.600000 mean: 0.590725, outside autograd: 0.233333 mean: 0.188623 Test 594 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.588900, outside autograd: 0.166667 mean: 0.192896 Test 594 Accuracy for gpu(0): under autograd: 0.576667 mean: 0.590701, outside autograd: 0.250000 mean: 0.188726 Test 595 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.588969, outside autograd: 0.153333 mean: 0.192829 Test 595 Accuracy for gpu(0): under autograd: 0.566667 mean: 0.590661, outside autograd: 0.153333 mean: 0.188667 Test 596 Accuracy for cpu(0): under autograd: 0.613333 mean: 0.589010, outside autograd: 0.150000 mean: 0.192757 Test 596 Accuracy for gpu(0): under autograd: 0.573333 mean: 0.590632, outside autograd: 0.130000 mean: 0.188568 Test 597 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.589006, outside autograd: 0.126667 mean: 0.192647 Test 597 Accuracy for gpu(0): under autograd: 0.543333 mean: 0.590553, outside autograd: 0.170000 mean: 0.188537 Test 598 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.589036, outside autograd: 0.140000 mean: 0.192559 Test 598 Accuracy for gpu(0): under autograd: 0.630000 mean: 0.590619, outside autograd: 0.083333 mean: 0.188361 Test 599 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.589009, outside autograd: 0.270000 mean: 0.192688 Test 599 Accuracy for gpu(0): under autograd: 0.523333 mean: 0.590506, outside autograd: 0.213333 mean: 0.188403 Test 600 Accuracy for cpu(0): under autograd: 0.616667 mean: 0.589056, outside autograd: 0.220000 mean: 0.192733 Test 600 Accuracy for gpu(0): under autograd: 0.556667 mean: 0.590450, outside autograd: 0.163333 mean: 0.188361 Test 601 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.589040, outside autograd: 0.123333 mean: 0.192618 Test 601 Accuracy for gpu(0): under autograd: 0.576667 mean: 0.590427, outside autograd: 0.233333 mean: 0.188436 Test 602 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.589109, outside autograd: 0.130000 mean: 0.192514 Test 602 Accuracy for gpu(0): under autograd: 0.543333 mean: 0.590349, outside autograd: 0.286667 mean: 0.188599 Test 603 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.589071, outside autograd: 0.163333 mean: 0.192465 Test 603 Accuracy for gpu(0): under autograd: 0.646667 mean: 0.590442, outside autograd: 0.196667 mean: 0.188612 Test 604 Accuracy for cpu(0): under autograd: 0.550000 mean: 0.589007, outside autograd: 0.270000 mean: 0.192594 Test 604 Accuracy for gpu(0): under autograd: 0.650000 mean: 0.590541, outside autograd: 0.323333 mean: 0.188836 Test 605 Accuracy for cpu(0): under autograd: 0.656667 mean: 0.589118, outside autograd: 0.136667 mean: 0.192501 Test 605 Accuracy for gpu(0): under autograd: 0.476667 mean: 0.590353, outside autograd: 0.083333 mean: 0.188661 Test 606 Accuracy for cpu(0): under autograd: 0.556667 mean: 0.589065, outside autograd: 0.220000 mean: 0.192547 Test 606 Accuracy for gpu(0): under autograd: 0.626667 mean: 0.590413, outside autograd: 0.106667 mean: 0.188526 Test 607 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.589072, outside autograd: 0.300000 mean: 0.192724 Test 607 Accuracy for gpu(0): under autograd: 0.506667 mean: 0.590275, outside autograd: 0.220000 mean: 0.188578 Test 608 Accuracy for cpu(0): under autograd: 0.596667 mean: 0.589084, outside autograd: 0.173333 mean: 0.192692 Test 608 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.590313, outside autograd: 0.160000 mean: 0.188531 Test 609 Accuracy for cpu(0): under autograd: 0.556667 mean: 0.589031, outside autograd: 0.180000 mean: 0.192671 Test 609 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.590350, outside autograd: 0.220000 mean: 0.188582 Test 610 Accuracy for cpu(0): under autograd: 0.543333 mean: 0.588956, outside autograd: 0.180000 mean: 0.192650 Test 610 Accuracy for gpu(0): under autograd: 0.603333 mean: 0.590372, outside autograd: 0.200000 mean: 0.188601 Test 611 Accuracy for cpu(0): under autograd: 0.626667 mean: 0.589018, outside autograd: 0.216667 mean: 0.192690 Test 611 Accuracy for gpu(0): under autograd: 0.676667 mean: 0.590513, outside autograd: 0.266667 mean: 0.188729 Test 612 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.589014, outside autograd: 0.200000 mean: 0.192702 Test 612 Accuracy for gpu(0): under autograd: 0.616667 mean: 0.590556, outside autograd: 0.246667 mean: 0.188824 Test 613 Accuracy for cpu(0): under autograd: 0.553333 mean: 0.588956, outside autograd: 0.226667 mean: 0.192757 Test 613 Accuracy for gpu(0): under autograd: 0.633333 mean: 0.590625, outside autograd: 0.280000 mean: 0.188972 Test 614 Accuracy for cpu(0): under autograd: 0.596667 mean: 0.588969, outside autograd: 0.226667 mean: 0.192812 Test 614 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.590613, outside autograd: 0.166667 mean: 0.188936 Test 615 Accuracy for cpu(0): under autograd: 0.550000 mean: 0.588905, outside autograd: 0.153333 mean: 0.192748 Test 615 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.590596, outside autograd: 0.170000 mean: 0.188905 Test 616 Accuracy for cpu(0): under autograd: 0.693333 mean: 0.589075, outside autograd: 0.226667 mean: 0.192803 Test 616 Accuracy for gpu(0): under autograd: 0.610000 mean: 0.590628, outside autograd: 0.130000 mean: 0.188810 Test 617 Accuracy for cpu(0): under autograd: 0.563333 mean: 0.589033, outside autograd: 0.166667 mean: 0.192761 Test 617 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.590616, outside autograd: 0.133333 mean: 0.188720 Test 618 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.589024, outside autograd: 0.186667 mean: 0.192751 Test 618 Accuracy for gpu(0): under autograd: 0.550000 mean: 0.590550, outside autograd: 0.156667 mean: 0.188668 Test 619 Accuracy for cpu(0): under autograd: 0.643333 mean: 0.589111, outside autograd: 0.246667 mean: 0.192838 Test 619 Accuracy for gpu(0): under autograd: 0.646667 mean: 0.590641, outside autograd: 0.193333 mean: 0.188675 Test 620 Accuracy for cpu(0): under autograd: 0.626667 mean: 0.589172, outside autograd: 0.190000 mean: 0.192833 Test 620 Accuracy for gpu(0): under autograd: 0.566667 mean: 0.590602, outside autograd: 0.173333 mean: 0.188651 Test 621 Accuracy for cpu(0): under autograd: 0.570000 mean: 0.589141, outside autograd: 0.230000 mean: 0.192893 Test 621 Accuracy for gpu(0): under autograd: 0.526667 mean: 0.590499, outside autograd: 0.373333 mean: 0.188948 Test 622 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.589126, outside autograd: 0.176667 mean: 0.192867 Test 622 Accuracy for gpu(0): under autograd: 0.616667 mean: 0.590541, outside autograd: 0.260000 mean: 0.189062 Test 623 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.589128, outside autograd: 0.200000 mean: 0.192879 Test 623 Accuracy for gpu(0): under autograd: 0.536667 mean: 0.590455, outside autograd: 0.160000 mean: 0.189016 Test 624 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.589161, outside autograd: 0.133333 mean: 0.192783 Test 624 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.590502, outside autograd: 0.193333 mean: 0.189022 Test 625 Accuracy for cpu(0): under autograd: 0.636667 mean: 0.589237, outside autograd: 0.310000 mean: 0.192971 Test 625 Accuracy for gpu(0): under autograd: 0.640000 mean: 0.590581, outside autograd: 0.173333 mean: 0.188997 Test 626 Accuracy for cpu(0): under autograd: 0.536667 mean: 0.589153, outside autograd: 0.380000 mean: 0.193269 Test 626 Accuracy for gpu(0): under autograd: 0.566667 mean: 0.590543, outside autograd: 0.233333 mean: 0.189068 Test 627 Accuracy for cpu(0): under autograd: 0.526667 mean: 0.589054, outside autograd: 0.140000 mean: 0.193184 Test 627 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.590579, outside autograd: 0.220000 mean: 0.189117 Test 628 Accuracy for cpu(0): under autograd: 0.666667 mean: 0.589177, outside autograd: 0.413333 mean: 0.193535 Test 628 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.590589, outside autograd: 0.123333 mean: 0.189013 Test 629 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.589210, outside autograd: 0.170000 mean: 0.193498 Test 629 Accuracy for gpu(0): under autograd: 0.546667 mean: 0.590519, outside autograd: 0.123333 mean: 0.188908 Test 630 Accuracy for cpu(0): under autograd: 0.616667 mean: 0.589254, outside autograd: 0.153333 mean: 0.193434 Test 630 Accuracy for gpu(0): under autograd: 0.453333 mean: 0.590302, outside autograd: 0.126667 mean: 0.188810 Test 631 Accuracy for cpu(0): under autograd: 0.526667 mean: 0.589155, outside autograd: 0.186667 mean: 0.193423 Test 631 Accuracy for gpu(0): under autograd: 0.616667 mean: 0.590343, outside autograd: 0.183333 mean: 0.188801 Test 632 Accuracy for cpu(0): under autograd: 0.653333 mean: 0.589256, outside autograd: 0.353333 mean: 0.193676 Test 632 Accuracy for gpu(0): under autograd: 0.630000 mean: 0.590406, outside autograd: 0.130000 mean: 0.188708 Test 633 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.589221, outside autograd: 0.146667 mean: 0.193602 Test 633 Accuracy for gpu(0): under autograd: 0.536667 mean: 0.590321, outside autograd: 0.196667 mean: 0.188720 Test 634 Accuracy for cpu(0): under autograd: 0.640000 mean: 0.589301, outside autograd: 0.113333 mean: 0.193475 Test 634 Accuracy for gpu(0): under autograd: 0.660000 mean: 0.590431, outside autograd: 0.096667 mean: 0.188575 Test 635 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.589328, outside autograd: 0.160000 mean: 0.193423 Test 635 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.590425, outside autograd: 0.343333 mean: 0.188819 Test 636 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.589319, outside autograd: 0.133333 mean: 0.193328 Test 636 Accuracy for gpu(0): under autograd: 0.490000 mean: 0.590267, outside autograd: 0.173333 mean: 0.188795 Test 637 Accuracy for cpu(0): under autograd: 0.533333 mean: 0.589231, outside autograd: 0.180000 mean: 0.193307 Test 637 Accuracy for gpu(0): under autograd: 0.610000 mean: 0.590298, outside autograd: 0.163333 mean: 0.188755 Test 638 Accuracy for cpu(0): under autograd: 0.496667 mean: 0.589086, outside autograd: 0.276667 mean: 0.193438 Test 638 Accuracy for gpu(0): under autograd: 0.600000 mean: 0.590313, outside autograd: 0.186667 mean: 0.188751 Test 639 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.589066, outside autograd: 0.236667 mean: 0.193505 Test 639 Accuracy for gpu(0): under autograd: 0.646667 mean: 0.590402, outside autograd: 0.196667 mean: 0.188764 Test 640 Accuracy for cpu(0): under autograd: 0.633333 mean: 0.589135, outside autograd: 0.286667 mean: 0.193651 Test 640 Accuracy for gpu(0): under autograd: 0.600000 mean: 0.590417, outside autograd: 0.210000 mean: 0.188797 Test 641 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.589132, outside autograd: 0.190000 mean: 0.193645 Test 641 Accuracy for gpu(0): under autograd: 0.616667 mean: 0.590458, outside autograd: 0.130000 mean: 0.188705 Test 642 Accuracy for cpu(0): under autograd: 0.613333 mean: 0.589169, outside autograd: 0.156667 mean: 0.193588 Test 642 Accuracy for gpu(0): under autograd: 0.616667 mean: 0.590498, outside autograd: 0.180000 mean: 0.188692 Test 643 Accuracy for cpu(0): under autograd: 0.690000 mean: 0.589326, outside autograd: 0.173333 mean: 0.193556 Test 643 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.590508, outside autograd: 0.120000 mean: 0.188585 Test 644 Accuracy for cpu(0): under autograd: 0.563333 mean: 0.589286, outside autograd: 0.243333 mean: 0.193634 Test 644 Accuracy for gpu(0): under autograd: 0.493333 mean: 0.590357, outside autograd: 0.126667 mean: 0.188489 Test 645 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.589287, outside autograd: 0.180000 mean: 0.193612 Test 645 Accuracy for gpu(0): under autograd: 0.626667 mean: 0.590413, outside autograd: 0.183333 mean: 0.188481 Test 646 Accuracy for cpu(0): under autograd: 0.603333 mean: 0.589309, outside autograd: 0.116667 mean: 0.193493 Test 646 Accuracy for gpu(0): under autograd: 0.606667 mean: 0.590439, outside autograd: 0.156667 mean: 0.188431 Test 647 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.589284, outside autograd: 0.233333 mean: 0.193555 Test 647 Accuracy for gpu(0): under autograd: 0.603333 mean: 0.590459, outside autograd: 0.186667 mean: 0.188429 Test 648 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.589316, outside autograd: 0.153333 mean: 0.193493 Test 648 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.590494, outside autograd: 0.206667 mean: 0.188457 Test 649 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.589291, outside autograd: 0.190000 mean: 0.193487 Test 649 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.590488, outside autograd: 0.253333 mean: 0.188557 Test 650 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.589287, outside autograd: 0.196667 mean: 0.193492 Test 650 Accuracy for gpu(0): under autograd: 0.530000 mean: 0.590395, outside autograd: 0.146667 mean: 0.188492 Test 651 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.589334, outside autograd: 0.263333 mean: 0.193600 Test 651 Accuracy for gpu(0): under autograd: 0.626667 mean: 0.590451, outside autograd: 0.166667 mean: 0.188459 Test 652 Accuracy for cpu(0): under autograd: 0.560000 mean: 0.589289, outside autograd: 0.210000 mean: 0.193625 Test 652 Accuracy for gpu(0): under autograd: 0.630000 mean: 0.590511, outside autograd: 0.196667 mean: 0.188471 Test 653 Accuracy for cpu(0): under autograd: 0.510000 mean: 0.589168, outside autograd: 0.240000 mean: 0.193696 Test 653 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.590521, outside autograd: 0.186667 mean: 0.188469 Test 654 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.589200, outside autograd: 0.293333 mean: 0.193848 Test 654 Accuracy for gpu(0): under autograd: 0.606667 mean: 0.590545, outside autograd: 0.243333 mean: 0.188552 Test 655 Accuracy for cpu(0): under autograd: 0.570000 mean: 0.589170, outside autograd: 0.180000 mean: 0.193827 Test 655 Accuracy for gpu(0): under autograd: 0.616667 mean: 0.590585, outside autograd: 0.243333 mean: 0.188636 Test 656 Accuracy for cpu(0): under autograd: 0.643333 mean: 0.589253, outside autograd: 0.213333 mean: 0.193857 Test 656 Accuracy for gpu(0): under autograd: 0.556667 mean: 0.590534, outside autograd: 0.203333 mean: 0.188659 Test 657 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.589300, outside autograd: 0.240000 mean: 0.193927 Test 657 Accuracy for gpu(0): under autograd: 0.630000 mean: 0.590594, outside autograd: 0.210000 mean: 0.188691 Test 658 Accuracy for cpu(0): under autograd: 0.660000 mean: 0.589407, outside autograd: 0.280000 mean: 0.194058 Test 658 Accuracy for gpu(0): under autograd: 0.650000 mean: 0.590684, outside autograd: 0.316667 mean: 0.188886 Test 659 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.589398, outside autograd: 0.150000 mean: 0.193991 Test 659 Accuracy for gpu(0): under autograd: 0.556667 mean: 0.590632, outside autograd: 0.110000 mean: 0.188766 Test 660 Accuracy for cpu(0): under autograd: 0.596667 mean: 0.589409, outside autograd: 0.210000 mean: 0.194015 Test 660 Accuracy for gpu(0): under autograd: 0.610000 mean: 0.590662, outside autograd: 0.120000 mean: 0.188662 Test 661 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.589435, outside autograd: 0.206667 mean: 0.194034 Test 661 Accuracy for gpu(0): under autograd: 0.636667 mean: 0.590731, outside autograd: 0.210000 mean: 0.188694 Test 662 Accuracy for cpu(0): under autograd: 0.540000 mean: 0.589361, outside autograd: 0.163333 mean: 0.193988 Test 662 Accuracy for gpu(0): under autograd: 0.560000 mean: 0.590685, outside autograd: 0.090000 mean: 0.188545 Test 663 Accuracy for cpu(0): under autograd: 0.596667 mean: 0.589372, outside autograd: 0.213333 mean: 0.194017 Test 663 Accuracy for gpu(0): under autograd: 0.626667 mean: 0.590739, outside autograd: 0.183333 mean: 0.188537 Test 664 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.589357, outside autograd: 0.216667 mean: 0.194051 Test 664 Accuracy for gpu(0): under autograd: 0.546667 mean: 0.590673, outside autograd: 0.206667 mean: 0.188564 Test 665 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.589419, outside autograd: 0.146667 mean: 0.193980 Test 665 Accuracy for gpu(0): under autograd: 0.676667 mean: 0.590802, outside autograd: 0.386667 mean: 0.188862 Test 666 Accuracy for cpu(0): under autograd: 0.646667 mean: 0.589505, outside autograd: 0.336667 mean: 0.194194 Test 666 Accuracy for gpu(0): under autograd: 0.566667 mean: 0.590766, outside autograd: 0.136667 mean: 0.188784 Test 667 Accuracy for cpu(0): under autograd: 0.600000 mean: 0.589520, outside autograd: 0.213333 mean: 0.194223 Test 667 Accuracy for gpu(0): under autograd: 0.626667 mean: 0.590820, outside autograd: 0.200000 mean: 0.188801 Test 668 Accuracy for cpu(0): under autograd: 0.636667 mean: 0.589591, outside autograd: 0.300000 mean: 0.194381 Test 668 Accuracy for gpu(0): under autograd: 0.660000 mean: 0.590923, outside autograd: 0.180000 mean: 0.188787 Test 669 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.589571, outside autograd: 0.140000 mean: 0.194300 Test 669 Accuracy for gpu(0): under autograd: 0.546667 mean: 0.590857, outside autograd: 0.103333 mean: 0.188660 Test 670 Accuracy for cpu(0): under autograd: 0.633333 mean: 0.589637, outside autograd: 0.166667 mean: 0.194259 Test 670 Accuracy for gpu(0): under autograd: 0.630000 mean: 0.590915, outside autograd: 0.196667 mean: 0.188672 Test 671 Accuracy for cpu(0): under autograd: 0.560000 mean: 0.589593, outside autograd: 0.223333 mean: 0.194302 Test 671 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.590904, outside autograd: 0.263333 mean: 0.188783 Test 672 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.589618, outside autograd: 0.190000 mean: 0.194296 Test 672 Accuracy for gpu(0): under autograd: 0.560000 mean: 0.590858, outside autograd: 0.180000 mean: 0.188770 Test 673 Accuracy for cpu(0): under autograd: 0.546667 mean: 0.589554, outside autograd: 0.143333 mean: 0.194220 Test 673 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.590901, outside autograd: 0.256667 mean: 0.188871 Test 674 Accuracy for cpu(0): under autograd: 0.633333 mean: 0.589619, outside autograd: 0.320000 mean: 0.194407 Test 674 Accuracy for gpu(0): under autograd: 0.556667 mean: 0.590851, outside autograd: 0.163333 mean: 0.188833 Test 675 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.589585, outside autograd: 0.150000 mean: 0.194341 Test 675 Accuracy for gpu(0): under autograd: 0.633333 mean: 0.590914, outside autograd: 0.136667 mean: 0.188756 Test 676 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.589586, outside autograd: 0.276667 mean: 0.194463 Test 676 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.590947, outside autograd: 0.243333 mean: 0.188836 Test 677 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.589645, outside autograd: 0.236667 mean: 0.194525 Test 677 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.590955, outside autograd: 0.173333 mean: 0.188813 Test 678 Accuracy for cpu(0): under autograd: 0.530000 mean: 0.589558, outside autograd: 0.183333 mean: 0.194508 Test 678 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.590998, outside autograd: 0.260000 mean: 0.188918 Test 679 Accuracy for cpu(0): under autograd: 0.603333 mean: 0.589578, outside autograd: 0.266667 mean: 0.194615 Test 679 Accuracy for gpu(0): under autograd: 0.533333 mean: 0.590913, outside autograd: 0.170000 mean: 0.188891 Test 680 Accuracy for cpu(0): under autograd: 0.556667 mean: 0.589529, outside autograd: 0.363333 mean: 0.194863 Test 680 Accuracy for gpu(0): under autograd: 0.530000 mean: 0.590824, outside autograd: 0.180000 mean: 0.188877 Test 681 Accuracy for cpu(0): under autograd: 0.623333 mean: 0.589579, outside autograd: 0.123333 mean: 0.194758 Test 681 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.590813, outside autograd: 0.213333 mean: 0.188913 Test 682 Accuracy for cpu(0): under autograd: 0.513333 mean: 0.589467, outside autograd: 0.130000 mean: 0.194663 Test 682 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.590855, outside autograd: 0.243333 mean: 0.188993 Test 683 Accuracy for cpu(0): under autograd: 0.456667 mean: 0.589273, outside autograd: 0.213333 mean: 0.194690 Test 683 Accuracy for gpu(0): under autograd: 0.520000 mean: 0.590752, outside autograd: 0.223333 mean: 0.189043 Test 684 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.589254, outside autograd: 0.173333 mean: 0.194659 Test 684 Accuracy for gpu(0): under autograd: 0.603333 mean: 0.590770, outside autograd: 0.320000 mean: 0.189235 Test 685 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.589285, outside autograd: 0.160000 mean: 0.194608 Test 685 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.590803, outside autograd: 0.143333 mean: 0.189168 Test 686 Accuracy for cpu(0): under autograd: 0.563333 mean: 0.589247, outside autograd: 0.186667 mean: 0.194597 Test 686 Accuracy for gpu(0): under autograd: 0.530000 mean: 0.590714, outside autograd: 0.160000 mean: 0.189125 Test 687 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.589248, outside autograd: 0.130000 mean: 0.194503 Test 687 Accuracy for gpu(0): under autograd: 0.533333 mean: 0.590631, outside autograd: 0.180000 mean: 0.189112 Test 688 Accuracy for cpu(0): under autograd: 0.603333 mean: 0.589268, outside autograd: 0.286667 mean: 0.194637 Test 688 Accuracy for gpu(0): under autograd: 0.573333 mean: 0.590606, outside autograd: 0.140000 mean: 0.189041 Test 689 Accuracy for cpu(0): under autograd: 0.636667 mean: 0.589337, outside autograd: 0.150000 mean: 0.194572 Test 689 Accuracy for gpu(0): under autograd: 0.590000 mean: 0.590605, outside autograd: 0.193333 mean: 0.189047 Test 690 Accuracy for cpu(0): under autograd: 0.570000 mean: 0.589309, outside autograd: 0.126667 mean: 0.194473 Test 690 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.590614, outside autograd: 0.256667 mean: 0.189145 Test 691 Accuracy for cpu(0): under autograd: 0.650000 mean: 0.589397, outside autograd: 0.083333 mean: 0.194313 Test 691 Accuracy for gpu(0): under autograd: 0.623333 mean: 0.590661, outside autograd: 0.250000 mean: 0.189233 Test 692 Accuracy for cpu(0): under autograd: 0.666667 mean: 0.589509, outside autograd: 0.293333 mean: 0.194456 Test 692 Accuracy for gpu(0): under autograd: 0.553333 mean: 0.590607, outside autograd: 0.153333 mean: 0.189181 Test 693 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.589514, outside autograd: 0.136667 mean: 0.194372 Test 693 Accuracy for gpu(0): under autograd: 0.633333 mean: 0.590669, outside autograd: 0.253333 mean: 0.189274 Test 694 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.589491, outside autograd: 0.136667 mean: 0.194289 Test 694 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.590658, outside autograd: 0.183333 mean: 0.189265 Test 695 Accuracy for cpu(0): under autograd: 0.640000 mean: 0.589564, outside autograd: 0.170000 mean: 0.194254 Test 695 Accuracy for gpu(0): under autograd: 0.536667 mean: 0.590580, outside autograd: 0.150000 mean: 0.189209 Test 696 Accuracy for cpu(0): under autograd: 0.636667 mean: 0.589631, outside autograd: 0.123333 mean: 0.194152 Test 696 Accuracy for gpu(0): under autograd: 0.483333 mean: 0.590426, outside autograd: 0.146667 mean: 0.189148 Test 697 Accuracy for cpu(0): under autograd: 0.600000 mean: 0.589646, outside autograd: 0.110000 mean: 0.194032 Test 697 Accuracy for gpu(0): under autograd: 0.616667 mean: 0.590464, outside autograd: 0.086667 mean: 0.189000 Test 698 Accuracy for cpu(0): under autograd: 0.603333 mean: 0.589666, outside autograd: 0.143333 mean: 0.193959 Test 698 Accuracy for gpu(0): under autograd: 0.563333 mean: 0.590425, outside autograd: 0.126667 mean: 0.188911 Test 699 Accuracy for cpu(0): under autograd: 0.616667 mean: 0.589704, outside autograd: 0.153333 mean: 0.193901 Test 699 Accuracy for gpu(0): under autograd: 0.516667 mean: 0.590320, outside autograd: 0.156667 mean: 0.188865 Test 700 Accuracy for cpu(0): under autograd: 0.530000 mean: 0.589619, outside autograd: 0.163333 mean: 0.193857 Test 700 Accuracy for gpu(0): under autograd: 0.623333 mean: 0.590367, outside autograd: 0.206667 mean: 0.188890 Test 701 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.589615, outside autograd: 0.163333 mean: 0.193814 Test 701 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.590352, outside autograd: 0.123333 mean: 0.188797 Test 702 Accuracy for cpu(0): under autograd: 0.523333 mean: 0.589520, outside autograd: 0.143333 mean: 0.193742 Test 702 Accuracy for gpu(0): under autograd: 0.450000 mean: 0.590152, outside autograd: 0.160000 mean: 0.188756 Test 703 Accuracy for cpu(0): under autograd: 0.636667 mean: 0.589587, outside autograd: 0.190000 mean: 0.193736 Test 703 Accuracy for gpu(0): under autograd: 0.546667 mean: 0.590090, outside autograd: 0.206667 mean: 0.188781 Test 704 Accuracy for cpu(0): under autograd: 0.563333 mean: 0.589550, outside autograd: 0.210000 mean: 0.193759 Test 704 Accuracy for gpu(0): under autograd: 0.553333 mean: 0.590038, outside autograd: 0.230000 mean: 0.188840 Test 705 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.589518, outside autograd: 0.166667 mean: 0.193721 Test 705 Accuracy for gpu(0): under autograd: 0.623333 mean: 0.590085, outside autograd: 0.233333 mean: 0.188903 Test 706 Accuracy for cpu(0): under autograd: 0.653333 mean: 0.589608, outside autograd: 0.230000 mean: 0.193772 Test 706 Accuracy for gpu(0): under autograd: 0.630000 mean: 0.590142, outside autograd: 0.350000 mean: 0.189131 Test 707 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.589576, outside autograd: 0.146667 mean: 0.193706 Test 707 Accuracy for gpu(0): under autograd: 0.523333 mean: 0.590047, outside autograd: 0.186667 mean: 0.189128 Test 708 Accuracy for cpu(0): under autograd: 0.470000 mean: 0.589407, outside autograd: 0.176667 mean: 0.193682 Test 708 Accuracy for gpu(0): under autograd: 0.576667 mean: 0.590028, outside autograd: 0.213333 mean: 0.189162 Test 709 Accuracy for cpu(0): under autograd: 0.596667 mean: 0.589417, outside autograd: 0.123333 mean: 0.193583 Test 709 Accuracy for gpu(0): under autograd: 0.683333 mean: 0.590160, outside autograd: 0.146667 mean: 0.189102 Test 710 Accuracy for cpu(0): under autograd: 0.503333 mean: 0.589296, outside autograd: 0.153333 mean: 0.193526 Test 710 Accuracy for gpu(0): under autograd: 0.530000 mean: 0.590075, outside autograd: 0.210000 mean: 0.189131 Test 711 Accuracy for cpu(0): under autograd: 0.660000 mean: 0.589395, outside autograd: 0.236667 mean: 0.193586 Test 711 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.590070, outside autograd: 0.126667 mean: 0.189044 Test 712 Accuracy for cpu(0): under autograd: 0.470000 mean: 0.589228, outside autograd: 0.156667 mean: 0.193535 Test 712 Accuracy for gpu(0): under autograd: 0.623333 mean: 0.590117, outside autograd: 0.123333 mean: 0.188951 Test 713 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.589205, outside autograd: 0.190000 mean: 0.193530 Test 713 Accuracy for gpu(0): under autograd: 0.603333 mean: 0.590136, outside autograd: 0.146667 mean: 0.188892 Test 714 Accuracy for cpu(0): under autograd: 0.670000 mean: 0.589318, outside autograd: 0.276667 mean: 0.193646 Test 714 Accuracy for gpu(0): under autograd: 0.546667 mean: 0.590075, outside autograd: 0.106667 mean: 0.188777 Test 715 Accuracy for cpu(0): under autograd: 0.550000 mean: 0.589263, outside autograd: 0.123333 mean: 0.193548 Test 715 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.590065, outside autograd: 0.240000 mean: 0.188848 Test 716 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.589250, outside autograd: 0.210000 mean: 0.193571 Test 716 Accuracy for gpu(0): under autograd: 0.626667 mean: 0.590116, outside autograd: 0.126667 mean: 0.188762 Test 717 Accuracy for cpu(0): under autograd: 0.643333 mean: 0.589326, outside autograd: 0.243333 mean: 0.193640 Test 717 Accuracy for gpu(0): under autograd: 0.630000 mean: 0.590172, outside autograd: 0.206667 mean: 0.188787 Test 718 Accuracy for cpu(0): under autograd: 0.546667 mean: 0.589266, outside autograd: 0.170000 mean: 0.193607 Test 718 Accuracy for gpu(0): under autograd: 0.593333 mean: 0.590176, outside autograd: 0.293333 mean: 0.188932 Test 719 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.589258, outside autograd: 0.193333 mean: 0.193607 Test 719 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.590162, outside autograd: 0.273333 mean: 0.189050 Test 720 Accuracy for cpu(0): under autograd: 0.600000 mean: 0.589273, outside autograd: 0.140000 mean: 0.193532 Test 720 Accuracy for gpu(0): under autograd: 0.573333 mean: 0.590139, outside autograd: 0.153333 mean: 0.189000 Test 721 Accuracy for cpu(0): under autograd: 0.493333 mean: 0.589140, outside autograd: 0.173333 mean: 0.193504 Test 721 Accuracy for gpu(0): under autograd: 0.660000 mean: 0.590236, outside autograd: 0.486667 mean: 0.189413 Test 722 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.589146, outside autograd: 0.156667 mean: 0.193453 Test 722 Accuracy for gpu(0): under autograd: 0.560000 mean: 0.590194, outside autograd: 0.150000 mean: 0.189358 Test 723 Accuracy for cpu(0): under autograd: 0.626667 mean: 0.589198, outside autograd: 0.203333 mean: 0.193467 Test 723 Accuracy for gpu(0): under autograd: 0.660000 mean: 0.590290, outside autograd: 0.220000 mean: 0.189401 Test 724 Accuracy for cpu(0): under autograd: 0.600000 mean: 0.589213, outside autograd: 0.270000 mean: 0.193573 Test 724 Accuracy for gpu(0): under autograd: 0.666667 mean: 0.590396, outside autograd: 0.113333 mean: 0.189296 Test 725 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.589255, outside autograd: 0.276667 mean: 0.193687 Test 725 Accuracy for gpu(0): under autograd: 0.626667 mean: 0.590446, outside autograd: 0.113333 mean: 0.189191 Test 726 Accuracy for cpu(0): under autograd: 0.626667 mean: 0.589307, outside autograd: 0.313333 mean: 0.193852 Test 726 Accuracy for gpu(0): under autograd: 0.616667 mean: 0.590482, outside autograd: 0.160000 mean: 0.189151 Test 727 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.589276, outside autograd: 0.146667 mean: 0.193787 Test 727 Accuracy for gpu(0): under autograd: 0.503333 mean: 0.590362, outside autograd: 0.183333 mean: 0.189143 Test 728 Accuracy for cpu(0): under autograd: 0.530000 mean: 0.589194, outside autograd: 0.110000 mean: 0.193672 Test 728 Accuracy for gpu(0): under autograd: 0.600000 mean: 0.590375, outside autograd: 0.206667 mean: 0.189167 Test 729 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.589182, outside autograd: 0.263333 mean: 0.193768 Test 729 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.590370, outside autograd: 0.116667 mean: 0.189067 Test 730 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.589174, outside autograd: 0.126667 mean: 0.193676 Test 730 Accuracy for gpu(0): under autograd: 0.673333 mean: 0.590484, outside autograd: 0.163333 mean: 0.189032 Test 731 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.589179, outside autograd: 0.233333 mean: 0.193730 Test 731 Accuracy for gpu(0): under autograd: 0.603333 mean: 0.590502, outside autograd: 0.156667 mean: 0.188988 Test 732 Accuracy for cpu(0): under autograd: 0.546667 mean: 0.589121, outside autograd: 0.223333 mean: 0.193770 Test 732 Accuracy for gpu(0): under autograd: 0.653333 mean: 0.590587, outside autograd: 0.296667 mean: 0.189135 Test 733 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.589104, outside autograd: 0.263333 mean: 0.193865 Test 733 Accuracy for gpu(0): under autograd: 0.520000 mean: 0.590491, outside autograd: 0.130000 mean: 0.189054 Test 734 Accuracy for cpu(0): under autograd: 0.643333 mean: 0.589178, outside autograd: 0.146667 mean: 0.193801 Test 734 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.590486, outside autograd: 0.316667 mean: 0.189228 Test 735 Accuracy for cpu(0): under autograd: 0.603333 mean: 0.589197, outside autograd: 0.336667 mean: 0.193995 Test 735 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.590476, outside autograd: 0.103333 mean: 0.189111 Test 736 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.589226, outside autograd: 0.160000 mean: 0.193949 Test 736 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.590471, outside autograd: 0.096667 mean: 0.188986 Test 737 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.589231, outside autograd: 0.146667 mean: 0.193885 Test 737 Accuracy for gpu(0): under autograd: 0.540000 mean: 0.590403, outside autograd: 0.130000 mean: 0.188905 Test 738 Accuracy for cpu(0): under autograd: 0.613333 mean: 0.589264, outside autograd: 0.280000 mean: 0.194002 Test 738 Accuracy for gpu(0): under autograd: 0.643333 mean: 0.590474, outside autograd: 0.186667 mean: 0.188902 Test 739 Accuracy for cpu(0): under autograd: 0.636667 mean: 0.589328, outside autograd: 0.180000 mean: 0.193983 Test 739 Accuracy for gpu(0): under autograd: 0.610000 mean: 0.590501, outside autograd: 0.233333 mean: 0.188963 Test 740 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.589315, outside autograd: 0.163333 mean: 0.193941 Test 740 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.590495, outside autograd: 0.163333 mean: 0.188928 Test 741 Accuracy for cpu(0): under autograd: 0.650000 mean: 0.589397, outside autograd: 0.310000 mean: 0.194098 Test 741 Accuracy for gpu(0): under autograd: 0.573333 mean: 0.590472, outside autograd: 0.300000 mean: 0.189078 Test 742 Accuracy for cpu(0): under autograd: 0.600000 mean: 0.589412, outside autograd: 0.260000 mean: 0.194187 Test 742 Accuracy for gpu(0): under autograd: 0.553333 mean: 0.590422, outside autograd: 0.246667 mean: 0.189155 Test 743 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.589417, outside autograd: 0.076667 mean: 0.194029 Test 743 Accuracy for gpu(0): under autograd: 0.520000 mean: 0.590328, outside autograd: 0.170000 mean: 0.189130 Test 744 Accuracy for cpu(0): under autograd: 0.636667 mean: 0.589480, outside autograd: 0.110000 mean: 0.193916 Test 744 Accuracy for gpu(0): under autograd: 0.626667 mean: 0.590376, outside autograd: 0.133333 mean: 0.189055 Test 745 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.589521, outside autograd: 0.210000 mean: 0.193937 Test 745 Accuracy for gpu(0): under autograd: 0.590000 mean: 0.590376, outside autograd: 0.370000 mean: 0.189298 Test 746 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.589576, outside autograd: 0.080000 mean: 0.193785 Test 746 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.590366, outside autograd: 0.246667 mean: 0.189374 Test 747 Accuracy for cpu(0): under autograd: 0.653333 mean: 0.589661, outside autograd: 0.233333 mean: 0.193838 Test 747 Accuracy for gpu(0): under autograd: 0.590000 mean: 0.590366, outside autograd: 0.263333 mean: 0.189473 Test 748 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.589661, outside autograd: 0.346667 mean: 0.194042 Test 748 Accuracy for gpu(0): under autograd: 0.576667 mean: 0.590348, outside autograd: 0.186667 mean: 0.189470 Test 749 Accuracy for cpu(0): under autograd: 0.533333 mean: 0.589586, outside autograd: 0.140000 mean: 0.193970 Test 749 Accuracy for gpu(0): under autograd: 0.616667 mean: 0.590383, outside autograd: 0.266667 mean: 0.189573 Test 750 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.589587, outside autograd: 0.123333 mean: 0.193876 Test 750 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.590378, outside autograd: 0.090000 mean: 0.189440 Test 751 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.589609, outside autograd: 0.310000 mean: 0.194030 Test 751 Accuracy for gpu(0): under autograd: 0.550000 mean: 0.590324, outside autograd: 0.253333 mean: 0.189525 Test 752 Accuracy for cpu(0): under autograd: 0.560000 mean: 0.589570, outside autograd: 0.300000 mean: 0.194171 Test 752 Accuracy for gpu(0): under autograd: 0.656667 mean: 0.590412, outside autograd: 0.210000 mean: 0.189552 Test 753 Accuracy for cpu(0): under autograd: 0.600000 mean: 0.589584, outside autograd: 0.103333 mean: 0.194050 Test 753 Accuracy for gpu(0): under autograd: 0.553333 mean: 0.590363, outside autograd: 0.210000 mean: 0.189579 Test 754 Accuracy for cpu(0): under autograd: 0.560000 mean: 0.589545, outside autograd: 0.266667 mean: 0.194147 Test 754 Accuracy for gpu(0): under autograd: 0.683333 mean: 0.590486, outside autograd: 0.136667 mean: 0.189509 Test 755 Accuracy for cpu(0): under autograd: 0.643333 mean: 0.589616, outside autograd: 0.096667 mean: 0.194018 Test 755 Accuracy for gpu(0): under autograd: 0.636667 mean: 0.590547, outside autograd: 0.306667 mean: 0.189664 Test 756 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.589643, outside autograd: 0.273333 mean: 0.194123 Test 756 Accuracy for gpu(0): under autograd: 0.633333 mean: 0.590604, outside autograd: 0.130000 mean: 0.189586 Test 757 Accuracy for cpu(0): under autograd: 0.596667 mean: 0.589652, outside autograd: 0.216667 mean: 0.194152 Test 757 Accuracy for gpu(0): under autograd: 0.576667 mean: 0.590586, outside autograd: 0.200000 mean: 0.189599 Test 758 Accuracy for cpu(0): under autograd: 0.613333 mean: 0.589683, outside autograd: 0.140000 mean: 0.194081 Test 758 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.590576, outside autograd: 0.156667 mean: 0.189556 Test 759 Accuracy for cpu(0): under autograd: 0.526667 mean: 0.589600, outside autograd: 0.226667 mean: 0.194124 Test 759 Accuracy for gpu(0): under autograd: 0.633333 mean: 0.590632, outside autograd: 0.153333 mean: 0.189508 Test 760 Accuracy for cpu(0): under autograd: 0.510000 mean: 0.589496, outside autograd: 0.196667 mean: 0.194127 Test 760 Accuracy for gpu(0): under autograd: 0.566667 mean: 0.590601, outside autograd: 0.203333 mean: 0.189526 Test 761 Accuracy for cpu(0): under autograd: 0.616667 mean: 0.589531, outside autograd: 0.320000 mean: 0.194293 Test 761 Accuracy for gpu(0): under autograd: 0.576667 mean: 0.590583, outside autograd: 0.226667 mean: 0.189575 Test 762 Accuracy for cpu(0): under autograd: 0.543333 mean: 0.589471, outside autograd: 0.110000 mean: 0.194182 Test 762 Accuracy for gpu(0): under autograd: 0.546667 mean: 0.590525, outside autograd: 0.170000 mean: 0.189549 Test 763 Accuracy for cpu(0): under autograd: 0.603333 mean: 0.589489, outside autograd: 0.203333 mean: 0.194194 Test 763 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.590533, outside autograd: 0.150000 mean: 0.189498 Test 764 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.589494, outside autograd: 0.206667 mean: 0.194210 Test 764 Accuracy for gpu(0): under autograd: 0.543333 mean: 0.590471, outside autograd: 0.150000 mean: 0.189446 Test 765 Accuracy for cpu(0): under autograd: 0.613333 mean: 0.589525, outside autograd: 0.100000 mean: 0.194087 Test 765 Accuracy for gpu(0): under autograd: 0.610000 mean: 0.590497, outside autograd: 0.170000 mean: 0.189420 Test 766 Accuracy for cpu(0): under autograd: 0.533333 mean: 0.589452, outside autograd: 0.136667 mean: 0.194012 Test 766 Accuracy for gpu(0): under autograd: 0.523333 mean: 0.590409, outside autograd: 0.206667 mean: 0.189443 Test 767 Accuracy for cpu(0): under autograd: 0.626667 mean: 0.589500, outside autograd: 0.166667 mean: 0.193977 Test 767 Accuracy for gpu(0): under autograd: 0.466667 mean: 0.590248, outside autograd: 0.160000 mean: 0.189405 Test 768 Accuracy for cpu(0): under autograd: 0.503333 mean: 0.589388, outside autograd: 0.093333 mean: 0.193845 Test 768 Accuracy for gpu(0): under autograd: 0.536667 mean: 0.590178, outside autograd: 0.220000 mean: 0.189444 Test 769 Accuracy for cpu(0): under autograd: 0.676667 mean: 0.589502, outside autograd: 0.120000 mean: 0.193749 Test 769 Accuracy for gpu(0): under autograd: 0.563333 mean: 0.590143, outside autograd: 0.120000 mean: 0.189354 Test 770 Accuracy for cpu(0): under autograd: 0.543333 mean: 0.589442, outside autograd: 0.203333 mean: 0.193762 Test 770 Accuracy for gpu(0): under autograd: 0.546667 mean: 0.590087, outside autograd: 0.113333 mean: 0.189255 Test 771 Accuracy for cpu(0): under autograd: 0.643333 mean: 0.589511, outside autograd: 0.206667 mean: 0.193779 Test 771 Accuracy for gpu(0): under autograd: 0.543333 mean: 0.590026, outside autograd: 0.090000 mean: 0.189127 Test 772 Accuracy for cpu(0): under autograd: 0.563333 mean: 0.589478, outside autograd: 0.246667 mean: 0.193847 Test 772 Accuracy for gpu(0): under autograd: 0.700000 mean: 0.590168, outside autograd: 0.116667 mean: 0.189033 Test 773 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.589470, outside autograd: 0.090000 mean: 0.193713 Test 773 Accuracy for gpu(0): under autograd: 0.723333 mean: 0.590341, outside autograd: 0.136667 mean: 0.188965 Test 774 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.589492, outside autograd: 0.166667 mean: 0.193678 Test 774 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.590349, outside autograd: 0.180000 mean: 0.188953 Test 775 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.589531, outside autograd: 0.113333 mean: 0.193574 Test 775 Accuracy for gpu(0): under autograd: 0.556667 mean: 0.590305, outside autograd: 0.136667 mean: 0.188886 Test 776 Accuracy for cpu(0): under autograd: 0.626667 mean: 0.589579, outside autograd: 0.290000 mean: 0.193698 Test 776 Accuracy for gpu(0): under autograd: 0.603333 mean: 0.590322, outside autograd: 0.246667 mean: 0.188960 Test 777 Accuracy for cpu(0): under autograd: 0.560000 mean: 0.589541, outside autograd: 0.113333 mean: 0.193595 Test 777 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.590317, outside autograd: 0.166667 mean: 0.188932 Test 778 Accuracy for cpu(0): under autograd: 0.603333 mean: 0.589559, outside autograd: 0.166667 mean: 0.193560 Test 778 Accuracy for gpu(0): under autograd: 0.640000 mean: 0.590381, outside autograd: 0.203333 mean: 0.188950 Test 779 Accuracy for cpu(0): under autograd: 0.616667 mean: 0.589593, outside autograd: 0.140000 mean: 0.193492 Test 779 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.590368, outside autograd: 0.313333 mean: 0.189110 Test 780 Accuracy for cpu(0): under autograd: 0.560000 mean: 0.589556, outside autograd: 0.116667 mean: 0.193393 Test 780 Accuracy for gpu(0): under autograd: 0.573333 mean: 0.590346, outside autograd: 0.180000 mean: 0.189098 Test 781 Accuracy for cpu(0): under autograd: 0.643333 mean: 0.589624, outside autograd: 0.236667 mean: 0.193449 Test 781 Accuracy for gpu(0): under autograd: 0.536667 mean: 0.590277, outside autograd: 0.213333 mean: 0.189129 Test 782 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.589663, outside autograd: 0.133333 mean: 0.193372 Test 782 Accuracy for gpu(0): under autograd: 0.563333 mean: 0.590243, outside autograd: 0.246667 mean: 0.189203 Test 783 Accuracy for cpu(0): under autograd: 0.616667 mean: 0.589698, outside autograd: 0.206667 mean: 0.193389 Test 783 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.590230, outside autograd: 0.193333 mean: 0.189208 Test 784 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.589694, outside autograd: 0.143333 mean: 0.193325 Test 784 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.590225, outside autograd: 0.160000 mean: 0.189171 Test 785 Accuracy for cpu(0): under autograd: 0.623333 mean: 0.589737, outside autograd: 0.176667 mean: 0.193304 Test 785 Accuracy for gpu(0): under autograd: 0.686667 mean: 0.590348, outside autograd: 0.116667 mean: 0.189079 Test 786 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.589763, outside autograd: 0.080000 mean: 0.193159 Test 786 Accuracy for gpu(0): under autograd: 0.550000 mean: 0.590297, outside autograd: 0.130000 mean: 0.189003 Test 787 Accuracy for cpu(0): under autograd: 0.570000 mean: 0.589737, outside autograd: 0.170000 mean: 0.193130 Test 787 Accuracy for gpu(0): under autograd: 0.550000 mean: 0.590246, outside autograd: 0.183333 mean: 0.188996 Test 788 Accuracy for cpu(0): under autograd: 0.570000 mean: 0.589712, outside autograd: 0.080000 mean: 0.192986 Test 788 Accuracy for gpu(0): under autograd: 0.560000 mean: 0.590207, outside autograd: 0.186667 mean: 0.188993 Test 789 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.589717, outside autograd: 0.150000 mean: 0.192932 Test 789 Accuracy for gpu(0): under autograd: 0.633333 mean: 0.590262, outside autograd: 0.286667 mean: 0.189117 Test 790 Accuracy for cpu(0): under autograd: 0.616667 mean: 0.589751, outside autograd: 0.186667 mean: 0.192924 Test 790 Accuracy for gpu(0): under autograd: 0.590000 mean: 0.590262, outside autograd: 0.230000 mean: 0.189169 Test 791 Accuracy for cpu(0): under autograd: 0.536667 mean: 0.589684, outside autograd: 0.173333 mean: 0.192899 Test 791 Accuracy for gpu(0): under autograd: 0.590000 mean: 0.590261, outside autograd: 0.126667 mean: 0.189090 Test 792 Accuracy for cpu(0): under autograd: 0.616667 mean: 0.589718, outside autograd: 0.200000 mean: 0.192908 Test 792 Accuracy for gpu(0): under autograd: 0.566667 mean: 0.590231, outside autograd: 0.240000 mean: 0.189154 Test 793 Accuracy for cpu(0): under autograd: 0.700000 mean: 0.589857, outside autograd: 0.246667 mean: 0.192976 Test 793 Accuracy for gpu(0): under autograd: 0.646667 mean: 0.590303, outside autograd: 0.243333 mean: 0.189222 Test 794 Accuracy for cpu(0): under autograd: 0.553333 mean: 0.589811, outside autograd: 0.193333 mean: 0.192976 Test 794 Accuracy for gpu(0): under autograd: 0.540000 mean: 0.590239, outside autograd: 0.123333 mean: 0.189139 Test 795 Accuracy for cpu(0): under autograd: 0.643333 mean: 0.589878, outside autograd: 0.160000 mean: 0.192935 Test 795 Accuracy for gpu(0): under autograd: 0.503333 mean: 0.590130, outside autograd: 0.210000 mean: 0.189166 Test 796 Accuracy for cpu(0): under autograd: 0.516667 mean: 0.589786, outside autograd: 0.180000 mean: 0.192919 Test 796 Accuracy for gpu(0): under autograd: 0.626667 mean: 0.590176, outside autograd: 0.120000 mean: 0.189079 Test 797 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.589757, outside autograd: 0.143333 mean: 0.192857 Test 797 Accuracy for gpu(0): under autograd: 0.606667 mean: 0.590197, outside autograd: 0.140000 mean: 0.189017 Test 798 Accuracy for cpu(0): under autograd: 0.456667 mean: 0.589591, outside autograd: 0.166667 mean: 0.192824 Test 798 Accuracy for gpu(0): under autograd: 0.603333 mean: 0.590213, outside autograd: 0.156667 mean: 0.188977 Test 799 Accuracy for cpu(0): under autograd: 0.660000 mean: 0.589679, outside autograd: 0.166667 mean: 0.192791 Test 799 Accuracy for gpu(0): under autograd: 0.610000 mean: 0.590238, outside autograd: 0.203333 mean: 0.188995 Test 800 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.589667, outside autograd: 0.146667 mean: 0.192733 Test 800 Accuracy for gpu(0): under autograd: 0.626667 mean: 0.590283, outside autograd: 0.213333 mean: 0.189025 Test 801 Accuracy for cpu(0): under autograd: 0.653333 mean: 0.589746, outside autograd: 0.100000 mean: 0.192618 Test 801 Accuracy for gpu(0): under autograd: 0.616667 mean: 0.590316, outside autograd: 0.106667 mean: 0.188922 Test 802 Accuracy for cpu(0): under autograd: 0.523333 mean: 0.589663, outside autograd: 0.190000 mean: 0.192614 Test 802 Accuracy for gpu(0): under autograd: 0.496667 mean: 0.590200, outside autograd: 0.153333 mean: 0.188878 Test 803 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.589660, outside autograd: 0.160000 mean: 0.192574 Test 803 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.590187, outside autograd: 0.136667 mean: 0.188813 Test 804 Accuracy for cpu(0): under autograd: 0.666667 mean: 0.589755, outside autograd: 0.116667 mean: 0.192479 Test 804 Accuracy for gpu(0): under autograd: 0.593333 mean: 0.590191, outside autograd: 0.266667 mean: 0.188910 Test 805 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.589760, outside autograd: 0.136667 mean: 0.192410 Test 805 Accuracy for gpu(0): under autograd: 0.473333 mean: 0.590046, outside autograd: 0.133333 mean: 0.188841 Test 806 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.589756, outside autograd: 0.133333 mean: 0.192337 Test 806 Accuracy for gpu(0): under autograd: 0.610000 mean: 0.590070, outside autograd: 0.383333 mean: 0.189082 Test 807 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.589760, outside autograd: 0.133333 mean: 0.192264 Test 807 Accuracy for gpu(0): under autograd: 0.630000 mean: 0.590120, outside autograd: 0.216667 mean: 0.189116 Test 808 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.589732, outside autograd: 0.270000 mean: 0.192360 Test 808 Accuracy for gpu(0): under autograd: 0.616667 mean: 0.590153, outside autograd: 0.116667 mean: 0.189026 Test 809 Accuracy for cpu(0): under autograd: 0.570000 mean: 0.589707, outside autograd: 0.133333 mean: 0.192287 Test 809 Accuracy for gpu(0): under autograd: 0.623333 mean: 0.590194, outside autograd: 0.163333 mean: 0.188995 Test 810 Accuracy for cpu(0): under autograd: 0.633333 mean: 0.589761, outside autograd: 0.303333 mean: 0.192424 Test 810 Accuracy for gpu(0): under autograd: 0.643333 mean: 0.590259, outside autograd: 0.166667 mean: 0.188967 Test 811 Accuracy for cpu(0): under autograd: 0.523333 mean: 0.589679, outside autograd: 0.173333 mean: 0.192400 Test 811 Accuracy for gpu(0): under autograd: 0.670000 mean: 0.590358, outside autograd: 0.360000 mean: 0.189178 Test 812 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.589684, outside autograd: 0.156667 mean: 0.192356 Test 812 Accuracy for gpu(0): under autograd: 0.570000 mean: 0.590333, outside autograd: 0.310000 mean: 0.189327 Test 813 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.589656, outside autograd: 0.150000 mean: 0.192304 Test 813 Accuracy for gpu(0): under autograd: 0.653333 mean: 0.590410, outside autograd: 0.183333 mean: 0.189319 Test 814 Accuracy for cpu(0): under autograd: 0.536667 mean: 0.589590, outside autograd: 0.230000 mean: 0.192351 Test 814 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.590397, outside autograd: 0.123333 mean: 0.189238 Test 815 Accuracy for cpu(0): under autograd: 0.656667 mean: 0.589673, outside autograd: 0.150000 mean: 0.192299 Test 815 Accuracy for gpu(0): under autograd: 0.566667 mean: 0.590368, outside autograd: 0.136667 mean: 0.189174 Test 816 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.589645, outside autograd: 0.246667 mean: 0.192365 Test 816 Accuracy for gpu(0): under autograd: 0.546667 mean: 0.590315, outside autograd: 0.163333 mean: 0.189142 Test 817 Accuracy for cpu(0): under autograd: 0.550000 mean: 0.589596, outside autograd: 0.103333 mean: 0.192256 Test 817 Accuracy for gpu(0): under autograd: 0.556667 mean: 0.590273, outside autograd: 0.143333 mean: 0.189086 Test 818 Accuracy for cpu(0): under autograd: 0.563333 mean: 0.589564, outside autograd: 0.126667 mean: 0.192176 Test 818 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.590281, outside autograd: 0.116667 mean: 0.188998 Test 819 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.589589, outside autograd: 0.183333 mean: 0.192165 Test 819 Accuracy for gpu(0): under autograd: 0.663333 mean: 0.590370, outside autograd: 0.150000 mean: 0.188950 Test 820 Accuracy for cpu(0): under autograd: 0.660000 mean: 0.589675, outside autograd: 0.130000 mean: 0.192089 Test 820 Accuracy for gpu(0): under autograd: 0.523333 mean: 0.590289, outside autograd: 0.230000 mean: 0.189000 Test 821 Accuracy for cpu(0): under autograd: 0.523333 mean: 0.589594, outside autograd: 0.176667 mean: 0.192071 Test 821 Accuracy for gpu(0): under autograd: 0.633333 mean: 0.590341, outside autograd: 0.140000 mean: 0.188940 Test 822 Accuracy for cpu(0): under autograd: 0.613333 mean: 0.589623, outside autograd: 0.223333 mean: 0.192109 Test 822 Accuracy for gpu(0): under autograd: 0.640000 mean: 0.590401, outside autograd: 0.176667 mean: 0.188925 Test 823 Accuracy for cpu(0): under autograd: 0.626667 mean: 0.589668, outside autograd: 0.113333 mean: 0.192013 Test 823 Accuracy for gpu(0): under autograd: 0.553333 mean: 0.590356, outside autograd: 0.203333 mean: 0.188943 Test 824 Accuracy for cpu(0): under autograd: 0.486667 mean: 0.589543, outside autograd: 0.243333 mean: 0.192075 Test 824 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.590392, outside autograd: 0.210000 mean: 0.188968 Test 825 Accuracy for cpu(0): under autograd: 0.490000 mean: 0.589422, outside autograd: 0.110000 mean: 0.191976 Test 825 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.590428, outside autograd: 0.176667 mean: 0.188954 Test 826 Accuracy for cpu(0): under autograd: 0.680000 mean: 0.589532, outside autograd: 0.370000 mean: 0.192191 Test 826 Accuracy for gpu(0): under autograd: 0.506667 mean: 0.590327, outside autograd: 0.170000 mean: 0.188931 Test 827 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.589516, outside autograd: 0.256667 mean: 0.192269 Test 827 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.590318, outside autograd: 0.253333 mean: 0.189008 Test 828 Accuracy for cpu(0): under autograd: 0.560000 mean: 0.589481, outside autograd: 0.130000 mean: 0.192194 Test 828 Accuracy for gpu(0): under autograd: 0.566667 mean: 0.590290, outside autograd: 0.180000 mean: 0.188998 Test 829 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.589461, outside autograd: 0.163333 mean: 0.192159 Test 829 Accuracy for gpu(0): under autograd: 0.473333 mean: 0.590149, outside autograd: 0.203333 mean: 0.189015 Test 830 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.589450, outside autograd: 0.160000 mean: 0.192120 Test 830 Accuracy for gpu(0): under autograd: 0.666667 mean: 0.590241, outside autograd: 0.206667 mean: 0.189036 Test 831 Accuracy for cpu(0): under autograd: 0.480000 mean: 0.589318, outside autograd: 0.113333 mean: 0.192026 Test 831 Accuracy for gpu(0): under autograd: 0.640000 mean: 0.590301, outside autograd: 0.200000 mean: 0.189049 Test 832 Accuracy for cpu(0): under autograd: 0.633333 mean: 0.589371, outside autograd: 0.176667 mean: 0.192007 Test 832 Accuracy for gpu(0): under autograd: 0.556667 mean: 0.590260, outside autograd: 0.176667 mean: 0.189034 Test 833 Accuracy for cpu(0): under autograd: 0.596667 mean: 0.589380, outside autograd: 0.226667 mean: 0.192049 Test 833 Accuracy for gpu(0): under autograd: 0.573333 mean: 0.590240, outside autograd: 0.226667 mean: 0.189080 Test 834 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.589353, outside autograd: 0.126667 mean: 0.191970 Test 834 Accuracy for gpu(0): under autograd: 0.673333 mean: 0.590340, outside autograd: 0.146667 mean: 0.189029 Test 835 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.589345, outside autograd: 0.330000 mean: 0.192136 Test 835 Accuracy for gpu(0): under autograd: 0.553333 mean: 0.590295, outside autograd: 0.363333 mean: 0.189238 Test 836 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.589318, outside autograd: 0.130000 mean: 0.192061 Test 836 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.590323, outside autograd: 0.156667 mean: 0.189199 Test 837 Accuracy for cpu(0): under autograd: 0.490000 mean: 0.589200, outside autograd: 0.116667 mean: 0.191971 Test 837 Accuracy for gpu(0): under autograd: 0.546667 mean: 0.590271, outside autograd: 0.193333 mean: 0.189204 Test 838 Accuracy for cpu(0): under autograd: 0.596667 mean: 0.589208, outside autograd: 0.170000 mean: 0.191945 Test 838 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.590306, outside autograd: 0.313333 mean: 0.189352 Test 839 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.589209, outside autograd: 0.210000 mean: 0.191967 Test 839 Accuracy for gpu(0): under autograd: 0.570000 mean: 0.590282, outside autograd: 0.203333 mean: 0.189368 Test 840 Accuracy for cpu(0): under autograd: 0.636667 mean: 0.589266, outside autograd: 0.210000 mean: 0.191988 Test 840 Accuracy for gpu(0): under autograd: 0.626667 mean: 0.590325, outside autograd: 0.223333 mean: 0.189409 Test 841 Accuracy for cpu(0): under autograd: 0.533333 mean: 0.589199, outside autograd: 0.153333 mean: 0.191942 Test 841 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.590321, outside autograd: 0.243333 mean: 0.189473 Test 842 Accuracy for cpu(0): under autograd: 0.626667 mean: 0.589244, outside autograd: 0.213333 mean: 0.191968 Test 842 Accuracy for gpu(0): under autograd: 0.676667 mean: 0.590424, outside autograd: 0.253333 mean: 0.189549 Test 843 Accuracy for cpu(0): under autograd: 0.626667 mean: 0.589288, outside autograd: 0.146667 mean: 0.191914 Test 843 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.590459, outside autograd: 0.113333 mean: 0.189458 Test 844 Accuracy for cpu(0): under autograd: 0.650000 mean: 0.589360, outside autograd: 0.150000 mean: 0.191864 Test 844 Accuracy for gpu(0): under autograd: 0.636667 mean: 0.590513, outside autograd: 0.263333 mean: 0.189546 Test 845 Accuracy for cpu(0): under autograd: 0.556667 mean: 0.589321, outside autograd: 0.136667 mean: 0.191799 Test 845 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.590509, outside autograd: 0.170000 mean: 0.189523 Test 846 Accuracy for cpu(0): under autograd: 0.500000 mean: 0.589216, outside autograd: 0.166667 mean: 0.191769 Test 846 Accuracy for gpu(0): under autograd: 0.606667 mean: 0.590528, outside autograd: 0.373333 mean: 0.189740 Test 847 Accuracy for cpu(0): under autograd: 0.520000 mean: 0.589134, outside autograd: 0.260000 mean: 0.191850 Test 847 Accuracy for gpu(0): under autograd: 0.556667 mean: 0.590488, outside autograd: 0.240000 mean: 0.189799 Test 848 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.589171, outside autograd: 0.403333 mean: 0.192099 Test 848 Accuracy for gpu(0): under autograd: 0.456667 mean: 0.590330, outside autograd: 0.150000 mean: 0.189752 Test 849 Accuracy for cpu(0): under autograd: 0.686667 mean: 0.589285, outside autograd: 0.343333 mean: 0.192277 Test 849 Accuracy for gpu(0): under autograd: 0.623333 mean: 0.590369, outside autograd: 0.200000 mean: 0.189764 Test 850 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.589310, outside autograd: 0.200000 mean: 0.192286 Test 850 Accuracy for gpu(0): under autograd: 0.606667 mean: 0.590388, outside autograd: 0.206667 mean: 0.189784 Test 851 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.589330, outside autograd: 0.190000 mean: 0.192284 Test 851 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.590380, outside autograd: 0.143333 mean: 0.189730 Test 852 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.589315, outside autograd: 0.106667 mean: 0.192183 Test 852 Accuracy for gpu(0): under autograd: 0.573333 mean: 0.590360, outside autograd: 0.293333 mean: 0.189851 Test 853 Accuracy for cpu(0): under autograd: 0.626667 mean: 0.589359, outside autograd: 0.256667 mean: 0.192259 Test 853 Accuracy for gpu(0): under autograd: 0.530000 mean: 0.590289, outside autograd: 0.113333 mean: 0.189762 Test 854 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.589333, outside autograd: 0.150000 mean: 0.192209 Test 854 Accuracy for gpu(0): under autograd: 0.543333 mean: 0.590234, outside autograd: 0.340000 mean: 0.189938 Test 855 Accuracy for cpu(0): under autograd: 0.516667 mean: 0.589248, outside autograd: 0.150000 mean: 0.192160 Test 855 Accuracy for gpu(0): under autograd: 0.523333 mean: 0.590156, outside autograd: 0.136667 mean: 0.189875 Test 856 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.589245, outside autograd: 0.163333 mean: 0.192126 Test 856 Accuracy for gpu(0): under autograd: 0.490000 mean: 0.590039, outside autograd: 0.273333 mean: 0.189973 Test 857 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.589230, outside autograd: 0.170000 mean: 0.192100 Test 857 Accuracy for gpu(0): under autograd: 0.573333 mean: 0.590019, outside autograd: 0.163333 mean: 0.189942 Test 858 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.589219, outside autograd: 0.106667 mean: 0.192001 Test 858 Accuracy for gpu(0): under autograd: 0.600000 mean: 0.590031, outside autograd: 0.143333 mean: 0.189887 Test 859 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.589239, outside autograd: 0.226667 mean: 0.192041 Test 859 Accuracy for gpu(0): under autograd: 0.633333 mean: 0.590081, outside autograd: 0.116667 mean: 0.189802 Test 860 Accuracy for cpu(0): under autograd: 0.503333 mean: 0.589140, outside autograd: 0.143333 mean: 0.191984 Test 860 Accuracy for gpu(0): under autograd: 0.530000 mean: 0.590012, outside autograd: 0.170000 mean: 0.189779 Test 861 Accuracy for cpu(0): under autograd: 0.543333 mean: 0.589086, outside autograd: 0.096667 mean: 0.191874 Test 861 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.590004, outside autograd: 0.103333 mean: 0.189679 Test 862 Accuracy for cpu(0): under autograd: 0.506667 mean: 0.588991, outside autograd: 0.266667 mean: 0.191961 Test 862 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.590039, outside autograd: 0.326667 mean: 0.189838 Test 863 Accuracy for cpu(0): under autograd: 0.503333 mean: 0.588891, outside autograd: 0.166667 mean: 0.191931 Test 863 Accuracy for gpu(0): under autograd: 0.640000 mean: 0.590097, outside autograd: 0.140000 mean: 0.189780 Test 864 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.588881, outside autograd: 0.243333 mean: 0.191991 Test 864 Accuracy for gpu(0): under autograd: 0.676667 mean: 0.590197, outside autograd: 0.103333 mean: 0.189680 Test 865 Accuracy for cpu(0): under autograd: 0.616667 mean: 0.588913, outside autograd: 0.226667 mean: 0.192031 Test 865 Accuracy for gpu(0): under autograd: 0.650000 mean: 0.590266, outside autograd: 0.220000 mean: 0.189715 Test 866 Accuracy for cpu(0): under autograd: 0.603333 mean: 0.588930, outside autograd: 0.166667 mean: 0.192002 Test 866 Accuracy for gpu(0): under autograd: 0.576667 mean: 0.590250, outside autograd: 0.186667 mean: 0.189711 Test 867 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.588927, outside autograd: 0.183333 mean: 0.191992 Test 867 Accuracy for gpu(0): under autograd: 0.666667 mean: 0.590338, outside autograd: 0.253333 mean: 0.189785 Test 868 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.588902, outside autograd: 0.230000 mean: 0.192035 Test 868 Accuracy for gpu(0): under autograd: 0.630000 mean: 0.590384, outside autograd: 0.356667 mean: 0.189977 Test 869 Accuracy for cpu(0): under autograd: 0.646667 mean: 0.588968, outside autograd: 0.203333 mean: 0.192048 Test 869 Accuracy for gpu(0): under autograd: 0.520000 mean: 0.590303, outside autograd: 0.200000 mean: 0.189988 Test 870 Accuracy for cpu(0): under autograd: 0.636667 mean: 0.589023, outside autograd: 0.140000 mean: 0.191989 Test 870 Accuracy for gpu(0): under autograd: 0.656667 mean: 0.590379, outside autograd: 0.226667 mean: 0.190031 Test 871 Accuracy for cpu(0): under autograd: 0.673333 mean: 0.589120, outside autograd: 0.240000 mean: 0.192044 Test 871 Accuracy for gpu(0): under autograd: 0.566667 mean: 0.590352, outside autograd: 0.153333 mean: 0.189989 Test 872 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.589117, outside autograd: 0.130000 mean: 0.191972 Test 872 Accuracy for gpu(0): under autograd: 0.610000 mean: 0.590375, outside autograd: 0.303333 mean: 0.190119 Test 873 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.589137, outside autograd: 0.226667 mean: 0.192012 Test 873 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.590409, outside autograd: 0.240000 mean: 0.190176 Test 874 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.589134, outside autograd: 0.080000 mean: 0.191884 Test 874 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.590442, outside autograd: 0.436667 mean: 0.190458 Test 875 Accuracy for cpu(0): under autograd: 0.600000 mean: 0.589147, outside autograd: 0.266667 mean: 0.191970 Test 875 Accuracy for gpu(0): under autograd: 0.680000 mean: 0.590545, outside autograd: 0.256667 mean: 0.190533 Test 876 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.589193, outside autograd: 0.153333 mean: 0.191925 Test 876 Accuracy for gpu(0): under autograd: 0.576667 mean: 0.590529, outside autograd: 0.313333 mean: 0.190674 Test 877 Accuracy for cpu(0): under autograd: 0.623333 mean: 0.589232, outside autograd: 0.300000 mean: 0.192049 Test 877 Accuracy for gpu(0): under autograd: 0.603333 mean: 0.590544, outside autograd: 0.340000 mean: 0.190844 Test 878 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.589256, outside autograd: 0.240000 mean: 0.192103 Test 878 Accuracy for gpu(0): under autograd: 0.530000 mean: 0.590475, outside autograd: 0.250000 mean: 0.190911 Test 879 Accuracy for cpu(0): under autograd: 0.616667 mean: 0.589287, outside autograd: 0.316667 mean: 0.192245 Test 879 Accuracy for gpu(0): under autograd: 0.526667 mean: 0.590402, outside autograd: 0.156667 mean: 0.190872 Test 880 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.589288, outside autograd: 0.210000 mean: 0.192265 Test 880 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.590394, outside autograd: 0.300000 mean: 0.190996 Test 881 Accuracy for cpu(0): under autograd: 0.600000 mean: 0.589300, outside autograd: 0.170000 mean: 0.192240 Test 881 Accuracy for gpu(0): under autograd: 0.590000 mean: 0.590393, outside autograd: 0.210000 mean: 0.191018 Test 882 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.589282, outside autograd: 0.236667 mean: 0.192290 Test 882 Accuracy for gpu(0): under autograd: 0.506667 mean: 0.590299, outside autograd: 0.140000 mean: 0.190960 Test 883 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.589305, outside autograd: 0.196667 mean: 0.192295 Test 883 Accuracy for gpu(0): under autograd: 0.526667 mean: 0.590227, outside autograd: 0.160000 mean: 0.190925 Test 884 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.589287, outside autograd: 0.180000 mean: 0.192281 Test 884 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.590260, outside autograd: 0.263333 mean: 0.191007 Test 885 Accuracy for cpu(0): under autograd: 0.553333 mean: 0.589247, outside autograd: 0.140000 mean: 0.192222 Test 885 Accuracy for gpu(0): under autograd: 0.530000 mean: 0.590192, outside autograd: 0.143333 mean: 0.190953 Test 886 Accuracy for cpu(0): under autograd: 0.550000 mean: 0.589202, outside autograd: 0.213333 mean: 0.192246 Test 886 Accuracy for gpu(0): under autograd: 0.576667 mean: 0.590177, outside autograd: 0.146667 mean: 0.190903 Test 887 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.589222, outside autograd: 0.303333 mean: 0.192371 Test 887 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.590169, outside autograd: 0.126667 mean: 0.190831 Test 888 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.589223, outside autograd: 0.096667 mean: 0.192264 Test 888 Accuracy for gpu(0): under autograd: 0.550000 mean: 0.590124, outside autograd: 0.113333 mean: 0.190743 Test 889 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.589269, outside autograd: 0.196667 mean: 0.192268 Test 889 Accuracy for gpu(0): under autograd: 0.650000 mean: 0.590191, outside autograd: 0.113333 mean: 0.190656 Test 890 Accuracy for cpu(0): under autograd: 0.616667 mean: 0.589300, outside autograd: 0.193333 mean: 0.192270 Test 890 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.590187, outside autograd: 0.126667 mean: 0.190584 Test 891 Accuracy for cpu(0): under autograd: 0.540000 mean: 0.589244, outside autograd: 0.293333 mean: 0.192383 Test 891 Accuracy for gpu(0): under autograd: 0.593333 mean: 0.590191, outside autograd: 0.203333 mean: 0.190599 Test 892 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.589226, outside autograd: 0.156667 mean: 0.192343 Test 892 Accuracy for gpu(0): under autograd: 0.526667 mean: 0.590120, outside autograd: 0.166667 mean: 0.190572 Test 893 Accuracy for cpu(0): under autograd: 0.563333 mean: 0.589197, outside autograd: 0.416667 mean: 0.192594 Test 893 Accuracy for gpu(0): under autograd: 0.643333 mean: 0.590179, outside autograd: 0.293333 mean: 0.190687 Test 894 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.589221, outside autograd: 0.276667 mean: 0.192688 Test 894 Accuracy for gpu(0): under autograd: 0.503333 mean: 0.590082, outside autograd: 0.226667 mean: 0.190727 Test 895 Accuracy for cpu(0): under autograd: 0.536667 mean: 0.589162, outside autograd: 0.136667 mean: 0.192626 Test 895 Accuracy for gpu(0): under autograd: 0.560000 mean: 0.590048, outside autograd: 0.146667 mean: 0.190678 Test 896 Accuracy for cpu(0): under autograd: 0.466667 mean: 0.589025, outside autograd: 0.193333 mean: 0.192626 Test 896 Accuracy for gpu(0): under autograd: 0.576667 mean: 0.590033, outside autograd: 0.183333 mean: 0.190670 Test 897 Accuracy for cpu(0): under autograd: 0.543333 mean: 0.588974, outside autograd: 0.343333 mean: 0.192795 Test 897 Accuracy for gpu(0): under autograd: 0.500000 mean: 0.589933, outside autograd: 0.156667 mean: 0.190632 Test 898 Accuracy for cpu(0): under autograd: 0.640000 mean: 0.589031, outside autograd: 0.223333 mean: 0.192829 Test 898 Accuracy for gpu(0): under autograd: 0.600000 mean: 0.589944, outside autograd: 0.186667 mean: 0.190627 Test 899 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.589032, outside autograd: 0.130000 mean: 0.192759 Test 899 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.589978, outside autograd: 0.143333 mean: 0.190575 Test 900 Accuracy for cpu(0): under autograd: 0.546667 mean: 0.588985, outside autograd: 0.130000 mean: 0.192689 Test 900 Accuracy for gpu(0): under autograd: 0.570000 mean: 0.589956, outside autograd: 0.213333 mean: 0.190600 Test 901 Accuracy for cpu(0): under autograd: 0.543333 mean: 0.588935, outside autograd: 0.256667 mean: 0.192760 Test 901 Accuracy for gpu(0): under autograd: 0.653333 mean: 0.590026, outside autograd: 0.180000 mean: 0.190588 Test 902 Accuracy for cpu(0): under autograd: 0.603333 mean: 0.588950, outside autograd: 0.150000 mean: 0.192712 Test 902 Accuracy for gpu(0): under autograd: 0.606667 mean: 0.590044, outside autograd: 0.110000 mean: 0.190499 Test 903 Accuracy for cpu(0): under autograd: 0.566667 mean: 0.588926, outside autograd: 0.163333 mean: 0.192680 Test 903 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.590037, outside autograd: 0.333333 mean: 0.190657 Test 904 Accuracy for cpu(0): under autograd: 0.530000 mean: 0.588861, outside autograd: 0.386667 mean: 0.192895 Test 904 Accuracy for gpu(0): under autograd: 0.653333 mean: 0.590107, outside autograd: 0.186667 mean: 0.190653 Test 905 Accuracy for cpu(0): under autograd: 0.596667 mean: 0.588869, outside autograd: 0.186667 mean: 0.192888 Test 905 Accuracy for gpu(0): under autograd: 0.543333 mean: 0.590055, outside autograd: 0.166667 mean: 0.190626 Test 906 Accuracy for cpu(0): under autograd: 0.680000 mean: 0.588970, outside autograd: 0.270000 mean: 0.192973 Test 906 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.590081, outside autograd: 0.110000 mean: 0.190537 Test 907 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.588956, outside autograd: 0.130000 mean: 0.192903 Test 907 Accuracy for gpu(0): under autograd: 0.600000 mean: 0.590092, outside autograd: 0.213333 mean: 0.190562 Test 908 Accuracy for cpu(0): under autograd: 0.650000 mean: 0.589023, outside autograd: 0.233333 mean: 0.192948 Test 908 Accuracy for gpu(0): under autograd: 0.530000 mean: 0.590026, outside autograd: 0.193333 mean: 0.190565 Test 909 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.589010, outside autograd: 0.153333 mean: 0.192904 Test 909 Accuracy for gpu(0): under autograd: 0.656667 mean: 0.590099, outside autograd: 0.313333 mean: 0.190700 Test 910 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.589011, outside autograd: 0.150000 mean: 0.192857 Test 910 Accuracy for gpu(0): under autograd: 0.590000 mean: 0.590099, outside autograd: 0.230000 mean: 0.190744 Test 911 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.589005, outside autograd: 0.270000 mean: 0.192942 Test 911 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.590106, outside autograd: 0.206667 mean: 0.190761 Test 912 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.589039, outside autograd: 0.236667 mean: 0.192990 Test 912 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.590102, outside autograd: 0.313333 mean: 0.190895 Test 913 Accuracy for cpu(0): under autograd: 0.596667 mean: 0.589047, outside autograd: 0.170000 mean: 0.192965 Test 913 Accuracy for gpu(0): under autograd: 0.463333 mean: 0.589963, outside autograd: 0.080000 mean: 0.190774 Test 914 Accuracy for cpu(0): under autograd: 0.600000 mean: 0.589059, outside autograd: 0.156667 mean: 0.192925 Test 914 Accuracy for gpu(0): under autograd: 0.550000 mean: 0.589920, outside autograd: 0.183333 mean: 0.190766 Test 915 Accuracy for cpu(0): under autograd: 0.530000 mean: 0.588995, outside autograd: 0.200000 mean: 0.192933 Test 915 Accuracy for gpu(0): under autograd: 0.640000 mean: 0.589974, outside autograd: 0.273333 mean: 0.190856 Test 916 Accuracy for cpu(0): under autograd: 0.540000 mean: 0.588941, outside autograd: 0.223333 mean: 0.192966 Test 916 Accuracy for gpu(0): under autograd: 0.543333 mean: 0.589924, outside autograd: 0.230000 mean: 0.190899 Test 917 Accuracy for cpu(0): under autograd: 0.523333 mean: 0.588870, outside autograd: 0.126667 mean: 0.192893 Test 917 Accuracy for gpu(0): under autograd: 0.510000 mean: 0.589836, outside autograd: 0.153333 mean: 0.190858 Test 918 Accuracy for cpu(0): under autograd: 0.600000 mean: 0.588882, outside autograd: 0.270000 mean: 0.192977 Test 918 Accuracy for gpu(0): under autograd: 0.623333 mean: 0.589873, outside autograd: 0.233333 mean: 0.190904 Test 919 Accuracy for cpu(0): under autograd: 0.553333 mean: 0.588843, outside autograd: 0.100000 mean: 0.192876 Test 919 Accuracy for gpu(0): under autograd: 0.616667 mean: 0.589902, outside autograd: 0.183333 mean: 0.190896 Test 920 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.588844, outside autograd: 0.233333 mean: 0.192920 Test 920 Accuracy for gpu(0): under autograd: 0.543333 mean: 0.589851, outside autograd: 0.210000 mean: 0.190917 Test 921 Accuracy for cpu(0): under autograd: 0.530000 mean: 0.588780, outside autograd: 0.143333 mean: 0.192866 Test 921 Accuracy for gpu(0): under autograd: 0.576667 mean: 0.589837, outside autograd: 0.320000 mean: 0.191057 Test 922 Accuracy for cpu(0): under autograd: 0.533333 mean: 0.588720, outside autograd: 0.256667 mean: 0.192936 Test 922 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.589845, outside autograd: 0.170000 mean: 0.191034 Test 923 Accuracy for cpu(0): under autograd: 0.633333 mean: 0.588769, outside autograd: 0.223333 mean: 0.192969 Test 923 Accuracy for gpu(0): under autograd: 0.636667 mean: 0.589895, outside autograd: 0.213333 mean: 0.191058 Test 924 Accuracy for cpu(0): under autograd: 0.680000 mean: 0.588867, outside autograd: 0.300000 mean: 0.193084 Test 924 Accuracy for gpu(0): under autograd: 0.556667 mean: 0.589859, outside autograd: 0.180000 mean: 0.191046 Test 925 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.588858, outside autograd: 0.170000 mean: 0.193059 Test 925 Accuracy for gpu(0): under autograd: 0.530000 mean: 0.589795, outside autograd: 0.193333 mean: 0.191049 Test 926 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.588841, outside autograd: 0.120000 mean: 0.192981 Test 926 Accuracy for gpu(0): under autograd: 0.643333 mean: 0.589852, outside autograd: 0.186667 mean: 0.191044 Test 927 Accuracy for cpu(0): under autograd: 0.660000 mean: 0.588918, outside autograd: 0.316667 mean: 0.193114 Test 927 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.589885, outside autograd: 0.183333 mean: 0.191036 Test 928 Accuracy for cpu(0): under autograd: 0.543333 mean: 0.588869, outside autograd: 0.286667 mean: 0.193215 Test 928 Accuracy for gpu(0): under autograd: 0.623333 mean: 0.589921, outside autograd: 0.173333 mean: 0.191017 Test 929 Accuracy for cpu(0): under autograd: 0.500000 mean: 0.588773, outside autograd: 0.193333 mean: 0.193215 Test 929 Accuracy for gpu(0): under autograd: 0.573333 mean: 0.589903, outside autograd: 0.183333 mean: 0.191008 Test 930 Accuracy for cpu(0): under autograd: 0.543333 mean: 0.588724, outside autograd: 0.130000 mean: 0.193147 Test 930 Accuracy for gpu(0): under autograd: 0.630000 mean: 0.589946, outside autograd: 0.263333 mean: 0.191086 Test 931 Accuracy for cpu(0): under autograd: 0.573333 mean: 0.588707, outside autograd: 0.226667 mean: 0.193183 Test 931 Accuracy for gpu(0): under autograd: 0.620000 mean: 0.589979, outside autograd: 0.293333 mean: 0.191196 Test 932 Accuracy for cpu(0): under autograd: 0.533333 mean: 0.588648, outside autograd: 0.130000 mean: 0.193115 Test 932 Accuracy for gpu(0): under autograd: 0.603333 mean: 0.589993, outside autograd: 0.256667 mean: 0.191266 Test 933 Accuracy for cpu(0): under autograd: 0.643333 mean: 0.588707, outside autograd: 0.250000 mean: 0.193176 Test 933 Accuracy for gpu(0): under autograd: 0.570000 mean: 0.589971, outside autograd: 0.173333 mean: 0.191247 Test 934 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.588729, outside autograd: 0.113333 mean: 0.193091 Test 934 Accuracy for gpu(0): under autograd: 0.603333 mean: 0.589986, outside autograd: 0.176667 mean: 0.191231 Test 935 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.588720, outside autograd: 0.183333 mean: 0.193080 Test 935 Accuracy for gpu(0): under autograd: 0.623333 mean: 0.590021, outside autograd: 0.506667 mean: 0.191569 Test 936 Accuracy for cpu(0): under autograd: 0.510000 mean: 0.588636, outside autograd: 0.186667 mean: 0.193073 Test 936 Accuracy for gpu(0): under autograd: 0.656667 mean: 0.590093, outside autograd: 0.336667 mean: 0.191724 Test 937 Accuracy for cpu(0): under autograd: 0.523333 mean: 0.588566, outside autograd: 0.140000 mean: 0.193017 Test 937 Accuracy for gpu(0): under autograd: 0.553333 mean: 0.590053, outside autograd: 0.253333 mean: 0.191789 Test 938 Accuracy for cpu(0): under autograd: 0.660000 mean: 0.588643, outside autograd: 0.116667 mean: 0.192935 Test 938 Accuracy for gpu(0): under autograd: 0.680000 mean: 0.590149, outside autograd: 0.200000 mean: 0.191798 Test 939 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.588644, outside autograd: 0.130000 mean: 0.192868 Test 939 Accuracy for gpu(0): under autograd: 0.556667 mean: 0.590114, outside autograd: 0.486667 mean: 0.192112 Test 940 Accuracy for cpu(0): under autograd: 0.553333 mean: 0.588606, outside autograd: 0.226667 mean: 0.192904 Test 940 Accuracy for gpu(0): under autograd: 0.626667 mean: 0.590152, outside autograd: 0.133333 mean: 0.192050 Test 941 Accuracy for cpu(0): under autograd: 0.560000 mean: 0.588576, outside autograd: 0.116667 mean: 0.192823 Test 941 Accuracy for gpu(0): under autograd: 0.553333 mean: 0.590113, outside autograd: 0.136667 mean: 0.191991 Test 942 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.588599, outside autograd: 0.266667 mean: 0.192902 Test 942 Accuracy for gpu(0): under autograd: 0.616667 mean: 0.590142, outside autograd: 0.266667 mean: 0.192070 Test 943 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.588586, outside autograd: 0.166667 mean: 0.192874 Test 943 Accuracy for gpu(0): under autograd: 0.593333 mean: 0.590145, outside autograd: 0.133333 mean: 0.192008 Test 944 Accuracy for cpu(0): under autograd: 0.560000 mean: 0.588556, outside autograd: 0.156667 mean: 0.192835 Test 944 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.590138, outside autograd: 0.170000 mean: 0.191984 Test 945 Accuracy for cpu(0): under autograd: 0.633333 mean: 0.588603, outside autograd: 0.120000 mean: 0.192758 Test 945 Accuracy for gpu(0): under autograd: 0.590000 mean: 0.590138, outside autograd: 0.186667 mean: 0.191979 Test 946 Accuracy for cpu(0): under autograd: 0.596667 mean: 0.588612, outside autograd: 0.210000 mean: 0.192777 Test 946 Accuracy for gpu(0): under autograd: 0.603333 mean: 0.590152, outside autograd: 0.156667 mean: 0.191942 Test 947 Accuracy for cpu(0): under autograd: 0.560000 mean: 0.588581, outside autograd: 0.130000 mean: 0.192710 Test 947 Accuracy for gpu(0): under autograd: 0.536667 mean: 0.590095, outside autograd: 0.173333 mean: 0.191922 Test 948 Accuracy for cpu(0): under autograd: 0.623333 mean: 0.588618, outside autograd: 0.280000 mean: 0.192802 Test 948 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.590102, outside autograd: 0.133333 mean: 0.191860 Test 949 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.588620, outside autograd: 0.210000 mean: 0.192821 Test 949 Accuracy for gpu(0): under autograd: 0.556667 mean: 0.590067, outside autograd: 0.100000 mean: 0.191763 Test 950 Accuracy for cpu(0): under autograd: 0.636667 mean: 0.588670, outside autograd: 0.273333 mean: 0.192905 Test 950 Accuracy for gpu(0): under autograd: 0.553333 mean: 0.590028, outside autograd: 0.213333 mean: 0.191786 Test 951 Accuracy for cpu(0): under autograd: 0.653333 mean: 0.588738, outside autograd: 0.190000 mean: 0.192902 Test 951 Accuracy for gpu(0): under autograd: 0.463333 mean: 0.589895, outside autograd: 0.146667 mean: 0.191739 Test 952 Accuracy for cpu(0): under autograd: 0.556667 mean: 0.588704, outside autograd: 0.113333 mean: 0.192819 Test 952 Accuracy for gpu(0): under autograd: 0.606667 mean: 0.589912, outside autograd: 0.333333 mean: 0.191887 Test 953 Accuracy for cpu(0): under autograd: 0.610000 mean: 0.588727, outside autograd: 0.116667 mean: 0.192739 Test 953 Accuracy for gpu(0): under autograd: 0.536667 mean: 0.589857, outside autograd: 0.136667 mean: 0.191829 Test 954 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.588721, outside autograd: 0.316667 mean: 0.192869 Test 954 Accuracy for gpu(0): under autograd: 0.660000 mean: 0.589930, outside autograd: 0.143333 mean: 0.191778 Test 955 Accuracy for cpu(0): under autograd: 0.516667 mean: 0.588646, outside autograd: 0.093333 mean: 0.192764 Test 955 Accuracy for gpu(0): under autograd: 0.490000 mean: 0.589825, outside autograd: 0.140000 mean: 0.191724 Test 956 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.588644, outside autograd: 0.216667 mean: 0.192789 Test 956 Accuracy for gpu(0): under autograd: 0.570000 mean: 0.589805, outside autograd: 0.213333 mean: 0.191747 Test 957 Accuracy for cpu(0): under autograd: 0.553333 mean: 0.588607, outside autograd: 0.256667 mean: 0.192856 Test 957 Accuracy for gpu(0): under autograd: 0.523333 mean: 0.589735, outside autograd: 0.206667 mean: 0.191762 Test 958 Accuracy for cpu(0): under autograd: 0.563333 mean: 0.588580, outside autograd: 0.193333 mean: 0.192857 Test 958 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.589743, outside autograd: 0.260000 mean: 0.191834 Test 959 Accuracy for cpu(0): under autograd: 0.616667 mean: 0.588610, outside autograd: 0.226667 mean: 0.192892 Test 959 Accuracy for gpu(0): under autograd: 0.590000 mean: 0.589743, outside autograd: 0.236667 mean: 0.191880 Test 960 Accuracy for cpu(0): under autograd: 0.656667 mean: 0.588681, outside autograd: 0.193333 mean: 0.192892 Test 960 Accuracy for gpu(0): under autograd: 0.540000 mean: 0.589691, outside autograd: 0.126667 mean: 0.191813 Test 961 Accuracy for cpu(0): under autograd: 0.563333 mean: 0.588654, outside autograd: 0.206667 mean: 0.192907 Test 961 Accuracy for gpu(0): under autograd: 0.490000 mean: 0.589587, outside autograd: 0.236667 mean: 0.191859 Test 962 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.588659, outside autograd: 0.296667 mean: 0.193015 Test 962 Accuracy for gpu(0): under autograd: 0.593333 mean: 0.589591, outside autograd: 0.133333 mean: 0.191798 Test 963 Accuracy for cpu(0): under autograd: 0.613333 mean: 0.588685, outside autograd: 0.166667 mean: 0.192987 Test 963 Accuracy for gpu(0): under autograd: 0.593333 mean: 0.589595, outside autograd: 0.250000 mean: 0.191859 Test 964 Accuracy for cpu(0): under autograd: 0.576667 mean: 0.588672, outside autograd: 0.180000 mean: 0.192974 Test 964 Accuracy for gpu(0): under autograd: 0.606667 mean: 0.589613, outside autograd: 0.103333 mean: 0.191767 Test 965 Accuracy for cpu(0): under autograd: 0.550000 mean: 0.588632, outside autograd: 0.116667 mean: 0.192895 Test 965 Accuracy for gpu(0): under autograd: 0.536667 mean: 0.589558, outside autograd: 0.173333 mean: 0.191748 Test 966 Accuracy for cpu(0): under autograd: 0.450000 mean: 0.588489, outside autograd: 0.133333 mean: 0.192833 Test 966 Accuracy for gpu(0): under autograd: 0.560000 mean: 0.589527, outside autograd: 0.143333 mean: 0.191698 Test 967 Accuracy for cpu(0): under autograd: 0.616667 mean: 0.588518, outside autograd: 0.190000 mean: 0.192830 Test 967 Accuracy for gpu(0): under autograd: 0.606667 mean: 0.589545, outside autograd: 0.140000 mean: 0.191644 Test 968 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.588561, outside autograd: 0.343333 mean: 0.192986 Test 968 Accuracy for gpu(0): under autograd: 0.573333 mean: 0.589528, outside autograd: 0.240000 mean: 0.191694 Test 969 Accuracy for cpu(0): under autograd: 0.523333 mean: 0.588493, outside autograd: 0.186667 mean: 0.192979 Test 969 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.589522, outside autograd: 0.230000 mean: 0.191734 Test 970 Accuracy for cpu(0): under autograd: 0.550000 mean: 0.588454, outside autograd: 0.126667 mean: 0.192911 Test 970 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.589512, outside autograd: 0.183333 mean: 0.191725 Test 971 Accuracy for cpu(0): under autograd: 0.563333 mean: 0.588428, outside autograd: 0.176667 mean: 0.192894 Test 971 Accuracy for gpu(0): under autograd: 0.623333 mean: 0.589547, outside autograd: 0.193333 mean: 0.191727 Test 972 Accuracy for cpu(0): under autograd: 0.593333 mean: 0.588433, outside autograd: 0.196667 mean: 0.192898 Test 972 Accuracy for gpu(0): under autograd: 0.640000 mean: 0.589599, outside autograd: 0.140000 mean: 0.191674 Test 973 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.588465, outside autograd: 0.143333 mean: 0.192847 Test 973 Accuracy for gpu(0): under autograd: 0.583333 mean: 0.589592, outside autograd: 0.203333 mean: 0.191686 Test 974 Accuracy for cpu(0): under autograd: 0.603333 mean: 0.588480, outside autograd: 0.266667 mean: 0.192923 Test 974 Accuracy for gpu(0): under autograd: 0.480000 mean: 0.589480, outside autograd: 0.196667 mean: 0.191691 Test 975 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.588523, outside autograd: 0.250000 mean: 0.192981 Test 975 Accuracy for gpu(0): under autograd: 0.540000 mean: 0.589429, outside autograd: 0.150000 mean: 0.191648 Test 976 Accuracy for cpu(0): under autograd: 0.600000 mean: 0.588535, outside autograd: 0.283333 mean: 0.193074 Test 976 Accuracy for gpu(0): under autograd: 0.576667 mean: 0.589416, outside autograd: 0.243333 mean: 0.191701 Test 977 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.588577, outside autograd: 0.216667 mean: 0.193098 Test 977 Accuracy for gpu(0): under autograd: 0.566667 mean: 0.589393, outside autograd: 0.220000 mean: 0.191730 Test 978 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.588620, outside autograd: 0.146667 mean: 0.193050 Test 978 Accuracy for gpu(0): under autograd: 0.576667 mean: 0.589380, outside autograd: 0.150000 mean: 0.191687 Test 979 Accuracy for cpu(0): under autograd: 0.620000 mean: 0.588652, outside autograd: 0.080000 mean: 0.192935 Test 979 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.589377, outside autograd: 0.266667 mean: 0.191764 Test 980 Accuracy for cpu(0): under autograd: 0.613333 mean: 0.588677, outside autograd: 0.076667 mean: 0.192816 Test 980 Accuracy for gpu(0): under autograd: 0.570000 mean: 0.589357, outside autograd: 0.136667 mean: 0.191707 Test 981 Accuracy for cpu(0): under autograd: 0.553333 mean: 0.588641, outside autograd: 0.133333 mean: 0.192756 Test 981 Accuracy for gpu(0): under autograd: 0.560000 mean: 0.589327, outside autograd: 0.270000 mean: 0.191787 Test 982 Accuracy for cpu(0): under autograd: 0.523333 mean: 0.588574, outside autograd: 0.113333 mean: 0.192675 Test 982 Accuracy for gpu(0): under autograd: 0.656667 mean: 0.589396, outside autograd: 0.133333 mean: 0.191728 Test 983 Accuracy for cpu(0): under autograd: 0.606667 mean: 0.588593, outside autograd: 0.396667 mean: 0.192882 Test 983 Accuracy for gpu(0): under autograd: 0.650000 mean: 0.589457, outside autograd: 0.316667 mean: 0.191855 Test 984 Accuracy for cpu(0): under autograd: 0.590000 mean: 0.588594, outside autograd: 0.170000 mean: 0.192859 Test 984 Accuracy for gpu(0): under autograd: 0.596667 mean: 0.589465, outside autograd: 0.150000 mean: 0.191812 Test 985 Accuracy for cpu(0): under autograd: 0.596667 mean: 0.588602, outside autograd: 0.133333 mean: 0.192799 Test 985 Accuracy for gpu(0): under autograd: 0.586667 mean: 0.589462, outside autograd: 0.203333 mean: 0.191824 Test 986 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.588644, outside autograd: 0.136667 mean: 0.192742 Test 986 Accuracy for gpu(0): under autograd: 0.556667 mean: 0.589429, outside autograd: 0.226667 mean: 0.191859 Test 987 Accuracy for cpu(0): under autograd: 0.586667 mean: 0.588642, outside autograd: 0.243333 mean: 0.192793 Test 987 Accuracy for gpu(0): under autograd: 0.590000 mean: 0.589429, outside autograd: 0.186667 mean: 0.191854 Test 988 Accuracy for cpu(0): under autograd: 0.643333 mean: 0.588698, outside autograd: 0.120000 mean: 0.192719 Test 988 Accuracy for gpu(0): under autograd: 0.666667 mean: 0.589507, outside autograd: 0.176667 mean: 0.191839 Test 989 Accuracy for cpu(0): under autograd: 0.570000 mean: 0.588679, outside autograd: 0.170000 mean: 0.192696 Test 989 Accuracy for gpu(0): under autograd: 0.663333 mean: 0.589582, outside autograd: 0.136667 mean: 0.191783 Test 990 Accuracy for cpu(0): under autograd: 0.580000 mean: 0.588670, outside autograd: 0.143333 mean: 0.192646 Test 990 Accuracy for gpu(0): under autograd: 0.606667 mean: 0.589599, outside autograd: 0.213333 mean: 0.191805 Test 991 Accuracy for cpu(0): under autograd: 0.546667 mean: 0.588628, outside autograd: 0.246667 mean: 0.192701 Test 991 Accuracy for gpu(0): under autograd: 0.510000 mean: 0.589519, outside autograd: 0.206667 mean: 0.191820 Test 992 Accuracy for cpu(0): under autograd: 0.626667 mean: 0.588666, outside autograd: 0.173333 mean: 0.192681 Test 992 Accuracy for gpu(0): under autograd: 0.556667 mean: 0.589486, outside autograd: 0.246667 mean: 0.191875 Test 993 Accuracy for cpu(0): under autograd: 0.650000 mean: 0.588728, outside autograd: 0.226667 mean: 0.192716 Test 993 Accuracy for gpu(0): under autograd: 0.550000 mean: 0.589446, outside autograd: 0.153333 mean: 0.191836 Test 994 Accuracy for cpu(0): under autograd: 0.483333 mean: 0.588622, outside autograd: 0.120000 mean: 0.192643 Test 994 Accuracy for gpu(0): under autograd: 0.580000 mean: 0.589437, outside autograd: 0.173333 mean: 0.191818 Test 995 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.588616, outside autograd: 0.123333 mean: 0.192573 Test 995 Accuracy for gpu(0): under autograd: 0.556667 mean: 0.589404, outside autograd: 0.233333 mean: 0.191859 Test 996 Accuracy for cpu(0): under autograd: 0.650000 mean: 0.588678, outside autograd: 0.223333 mean: 0.192604 Test 996 Accuracy for gpu(0): under autograd: 0.510000 mean: 0.589324, outside autograd: 0.143333 mean: 0.191811 Test 997 Accuracy for cpu(0): under autograd: 0.630000 mean: 0.588719, outside autograd: 0.413333 mean: 0.192825 Test 997 Accuracy for gpu(0): under autograd: 0.643333 mean: 0.589378, outside autograd: 0.280000 mean: 0.191899 Test 998 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.588714, outside autograd: 0.206667 mean: 0.192839 Test 998 Accuracy for gpu(0): under autograd: 0.613333 mean: 0.589402, outside autograd: 0.206667 mean: 0.191914 Test 999 Accuracy for cpu(0): under autograd: 0.583333 mean: 0.588709, outside autograd: 0.173333 mean: 0.192819 Test 999 Accuracy for gpu(0): under autograd: 0.673333 mean: 0.589486, outside autograd: 0.170000 mean: 0.191892