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single core mat mul
Verifying against reference matmul ...
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a: 120.669, b: 106.111
diff: 14.5574, norm: 226.78
abs_th: 0.5, epsilon * norm: 113.39
a: 137.262, b: 114.808
diff: 22.4547, norm: 252.07
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a: 145.161, b: 115.234
diff: 29.9264, norm: 260.395
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a: 124.756, b: 91.5712
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diff: 50.1186, norm: 235.55
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diff: 20.6347, norm: 227.92
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diff: 23.9803, norm: 223.939
abs_th: 0.5, epsilon * norm: 111.969
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a: 115.587, b: 104.182
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diff: 11.985, norm: 222.807
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diff: 15.319, norm: 258.867
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diff: 20.2022, norm: 251.343
abs_th: 0.5, epsilon * norm: 125.671
a: 145.684, b: 137.101
diff: 8.58247, norm: 282.785
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diff: 43.5805, norm: 267.021
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a: 131.184, b: 155.446
diff: 24.2619, norm: 286.631
abs_th: 0.5, epsilon * norm: 143.315
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diff: 1.90509, norm: 297.459
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abs_th: 0.5, epsilon * norm: 126.797
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diff: 20.6346, norm: 245.23
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a: 116.778, b: 120.464
diff: 3.68528, norm: 237.242
abs_th: 0.5, epsilon * norm: 118.621
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diff: 10.9752, norm: 251.816
abs_th: 0.5, epsilon * norm: 125.908
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abs_th: 0.5, epsilon * norm: 152.556
a: 137.246, b: 125.45
diff: 11.7952, norm: 262.696
abs_th: 0.5, epsilon * norm: 131.348
a: 142.7, b: 120.632
diff: 22.068, norm: 263.331
abs_th: 0.5, epsilon * norm: 131.666
a: 142.515, b: 132.273
diff: 10.2421, norm: 274.788
abs_th: 0.5, epsilon * norm: 137.394
a: 134.857, b: 121.176
diff: 13.6815, norm: 256.033
abs_th: 0.5, epsilon * norm: 128.017
a: 153.428, b: 125.229
diff: 28.1982, norm: 278.657
abs_th: 0.5, epsilon * norm: 139.328
a: 142.895, b: 121.552
diff: 21.3436, norm: 264.447
abs_th: 0.5, epsilon * norm: 132.224
a: 173.484, b: 125.462
diff: 48.0215, norm: 298.946
abs_th: 0.5, epsilon * norm: 149.473
a: 123.091, b: 137.27
diff: 14.1783, norm: 260.361
abs_th: 0.5, epsilon * norm: 130.181
a: 158.298, b: 132.707
diff: 25.5901, norm: 291.005
abs_th: 0.5, epsilon * norm: 145.503
a: 164.942, b: 119.416
diff: 45.5259, norm: 284.357
abs_th: 0.5, epsilon * norm: 142.179
a: 148.822, b: 117.815
diff: 31.0065, norm: 266.637
abs_th: 0.5, epsilon * norm: 133.319
a: 154.889, b: 115.968
diff: 38.9209, norm: 270.857
abs_th: 0.5, epsilon * norm: 135.429
a: 137.02, b: 119.132
diff: 17.8883, norm: 256.152
abs_th: 0.5, epsilon * norm: 128.076
a: 137.04, b: 118.311
diff: 18.73, norm: 255.351
abs_th: 0.5, epsilon * norm: 127.675
a: 135.925, b: 117.912
diff: 18.0127, norm: 253.837
abs_th: 0.5, epsilon * norm: 126.919
a: 144.216, b: 125.608
diff: 18.6081, norm: 269.824
abs_th: 0.5, epsilon * norm: 134.912
a: 172.497, b: 119.479
diff: 53.018, norm: 291.977
abs_th: 0.5, epsilon * norm: 145.988
a: 144.238, b: 97.3621
diff: 46.8755, norm: 241.6
abs_th: 0.5, epsilon * norm: 120.8
a: 123.878, b: 107.248
diff: 16.6304, norm: 231.126
abs_th: 0.5, epsilon * norm: 115.563
a: 143.5, b: 146.271
diff: 2.77106, norm: 289.772
abs_th: 0.5, epsilon * norm: 144.886
a: 150.446, b: 156.332
diff: 5.88622, norm: 306.779
abs_th: 0.5, epsilon * norm: 153.389
a: 153.363, b: 136.297
diff: 17.0668, norm: 289.66
abs_th: 0.5, epsilon * norm: 144.83
a: 124.21, b: 147.081
diff: 22.8714, norm: 271.291
abs_th: 0.5, epsilon * norm: 135.645
a: 123.025, b: 173.212
diff: 50.1876, norm: 296.237
abs_th: 0.5, epsilon * norm: 148.118
a: 140.385, b: 166.668
diff: 26.2828, norm: 307.052
abs_th: 0.5, epsilon * norm: 153.526
a: 152.365, b: 125.044
diff: 27.3215, norm: 277.409
abs_th: 0.5, epsilon * norm: 138.705
a: 124.139, b: 140.538
diff: 16.3987, norm: 264.678
abs_th: 0.5, epsilon * norm: 132.339
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diff: 39.205, norm: 280.671
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a: 110.671, b: 142.234
diff: 31.5627, norm: 252.905
abs_th: 0.5, epsilon * norm: 126.452
a: 138.671, b: 136.534
diff: 2.13718, norm: 275.205
abs_th: 0.5, epsilon * norm: 137.603
a: 123.844, b: 123.92
diff: 0.0761261, norm: 247.764
abs_th: 0.5, epsilon * norm: 123.882
a: 180.353, b: 136.985
diff: 43.3682, norm: 317.337
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diff: 20.9238, norm: 274.838
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diff: 37.6601, norm: 265.347
abs_th: 0.5, epsilon * norm: 132.674
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diff: 45.6062, norm: 285.864
abs_th: 0.5, epsilon * norm: 142.932
a: 117.491, b: 119.089
diff: 1.59733, norm: 236.58
abs_th: 0.5, epsilon * norm: 118.29
a: 141.8, b: 88.979
diff: 52.8206, norm: 230.779
abs_th: 0.5, epsilon * norm: 115.389
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diff: 18.4808, norm: 253.786
abs_th: 0.5, epsilon * norm: 126.893
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diff: 34.3388, norm: 260.835
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diff: 23.1037, norm: 226.625
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diff: 10.418, norm: 281.783
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diff: 34.3412, norm: 251.676
abs_th: 0.5, epsilon * norm: 125.838
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diff: 21.4099, norm: 201.699
abs_th: 0.5, epsilon * norm: 100.849
a: 113.844, b: 138.763
diff: 24.9188, norm: 252.607
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diff: 11.8566, norm: 236.58
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diff: 31.4748, norm: 251.907
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abs_th: 0.5, epsilon * norm: 144.959
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diff: 17.3521, norm: 287.929
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diff: 33.076, norm: 243.243
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abs_th: 0.5, epsilon * norm: 131.573
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abs_th: 0.5, epsilon * norm: 126.304
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diff: 3.04414, norm: 224.717
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diff: 8.02844, norm: 228.891
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a: 119.716, b: 137.782
diff: 18.0666, norm: 257.498
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a: 91.4532, b: 129.67
diff: 38.2164, norm: 221.123
abs_th: 0.5, epsilon * norm: 110.561
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diff: 29.0887, norm: 235.634
abs_th: 0.5, epsilon * norm: 117.817
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diff: 7.8812, norm: 210.276
abs_th: 0.5, epsilon * norm: 105.138
a: 114.954, b: 126.711
diff: 11.7569, norm: 241.665
abs_th: 0.5, epsilon * norm: 120.833
a: 127.109, b: 104.473
diff: 22.6354, norm: 231.582
abs_th: 0.5, epsilon * norm: 115.791
a: 117.72, b: 99.4127
diff: 18.3071, norm: 217.133
abs_th: 0.5, epsilon * norm: 108.566
a: 93.7841, b: 102.652
diff: 8.86811, norm: 196.436
abs_th: 0.5, epsilon * norm: 98.2181
a: 110.728, b: 166.614
diff: 55.8862, norm: 277.341
abs_th: 0.5, epsilon * norm: 138.671
a: 122.49, b: 152.856
diff: 30.3657, norm: 275.346
abs_th: 0.5, epsilon * norm: 137.673
a: 121.566, b: 169.628
diff: 48.062, norm: 291.194
abs_th: 0.5, epsilon * norm: 145.597
a: 108.542, b: 144.865
diff: 36.3232, norm: 253.407
abs_th: 0.5, epsilon * norm: 126.704
a: 87.1272, b: 142.602
diff: 55.4747, norm: 229.729
abs_th: 0.5, epsilon * norm: 114.864
a: 105.837, b: 134.41
diff: 28.5737, norm: 240.247
abs_th: 0.5, epsilon * norm: 120.123
a: 104.126, b: 138.359
diff: 34.2329, norm: 242.485
abs_th: 0.5, epsilon * norm: 121.242
a: 95.0838, b: 132.16
diff: 37.0765, norm: 227.244
abs_th: 0.5, epsilon * norm: 113.622
a: 115.466, b: 156.874
diff: 41.4081, norm: 272.341
abs_th: 0.5, epsilon * norm: 136.17
a: 84.7208, b: 130.947
diff: 46.2259, norm: 215.668
abs_th: 0.5, epsilon * norm: 107.834
a: 103.439, b: 143.128
diff: 39.6884, norm: 246.567
abs_th: 0.5, epsilon * norm: 123.283
a: 92.6959, b: 118.787
diff: 26.091, norm: 211.483
abs_th: 0.5, epsilon * norm: 105.741
a: 142.058, b: 135.152
diff: 6.90628, norm: 277.21
abs_th: 0.5, epsilon * norm: 138.605
a: 108.459, b: 123.923
diff: 15.4644, norm: 232.382
abs_th: 0.5, epsilon * norm: 116.191
a: 126.356, b: 128.9
diff: 2.54489, norm: 255.256
abs_th: 0.5, epsilon * norm: 127.628
a: 130.487, b: 117.43
diff: 13.0566, norm: 247.917
abs_th: 0.5, epsilon * norm: 123.959
Reference:
116.63 135.27 133.75 160.13 108.75 ... 160.87 116.60 122.01 108.10
120.91 157.07 126.40 167.69 101.80 ... 165.88 117.50 142.30 116.94
132.81 164.05 136.36 172.83 133.77 ... 166.97 130.55 153.13 131.47
141.16 153.39 143.45 176.05 120.10 ... 165.49 129.87 141.10 123.02
125.77 154.76 126.33 157.16 112.22 ... 145.12 106.31 135.74 115.07
... ... ... ... ... ... ... ... ... ...
115.86 125.61 116.47 132.60 86.03 ... 123.97 97.99 117.88 95.23
135.46 138.05 120.55 166.99 117.54 ... 146.26 118.34 136.28 117.10
117.95 135.52 123.12 145.35 103.01 ... 139.90 96.50 126.29 110.64
103.51 161.18 110.24 157.72 119.92 ... 160.36 106.94 145.09 128.50
Output:
112.96 120.37 141.15 150.61 142.71 ... 161.01 151.16 87.13 85.90
154.81 145.78 157.60 156.64 181.51 ... 137.55 154.60 102.34 101.23
152.03 121.13 176.35 140.73 173.69 ... 150.24 134.33 112.16 93.89
162.82 183.46 154.38 149.57 150.51 ... 135.50 142.64 125.76 120.39
122.38 119.44 119.71 152.97 133.86 ... 149.83 139.36 91.58 72.67
... ... ... ... ... ... ... ... ... ...
148.10 112.52 162.86 138.60 149.31 ... 144.70 138.33 102.86 92.61
155.76 154.92 149.60 133.55 144.17 ... 131.20 131.18 127.04 128.83
110.66 99.04 125.29 127.63 131.01 ... 148.68 127.90 99.16 87.41
141.91 123.34 125.32 132.83 155.29 ... 119.37 126.73 117.42 115.97
Verify time: 0.00secs.
Avg NPU matmul time: 865.00us.
Avg NPU gflops: 0.08
Min NPU matmul time: 8650.00us.
Max NPU gflops: 0.01
Max NPU matmul time: 8650.00us.
Min NPU gflops: 0.01
PASS!
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