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1
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fixes #1
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2025-10-29 10:49:42 +08:00 |
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2
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fixes groupnorm #2
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2025-10-30 15:55:47 +08:00 |
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3
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fixes softmax #3
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2025-10-30 17:54:54 +08:00 |
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4
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fixes geglu #4
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2025-10-30 18:06:44 +08:00 |
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5
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fixes reglu #5
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2025-10-30 21:30:18 +08:00 |
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6
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finish layernorm #6
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2025-10-31 15:24:46 +08:00 |
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7
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finish Instancenorm #7
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2025-11-03 17:18:15 +08:00 |
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8
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fixes localresponsenorm #8
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2025-11-04 10:26:53 +08:00 |
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9
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fix import missing
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2025-10-18 11:10:45 +08:00 |
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10
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optimize batchnorm1d operator
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2025-10-30 12:32:48 +08:00 |
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11
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change dir name
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2025-11-06 16:18:38 +08:00 |
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12
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redirect to 30
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2025-11-12 09:41:29 +08:00 |
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13
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finish evonorm #13
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2025-11-04 17:14:00 +08:00 |
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14
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fixes bcewithlogitsloss #14
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2025-11-06 10:39:11 +08:00 |
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15
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fixes hingeembeddingloss #15
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2025-11-05 16:37:13 +08:00 |
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16
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fixes marginrankingloss #16
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2025-11-06 10:47:24 +08:00 |
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17
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finish crossentropyloss #17
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2025-11-05 22:15:59 +08:00 |
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18
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finish circleloss #18
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2025-11-06 12:01:38 +08:00 |
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19
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finish infonceloss #19
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2025-11-06 13:16:31 +08:00 |
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20
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finish poissonnllloss #20
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2025-11-06 14:13:58 +08:00 |
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21
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fixes upsamplingnearest2d #21
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2025-11-06 17:38:05 +08:00 |
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22
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finish ReflectionPad3d #22
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2025-11-07 15:06:18 +08:00 |
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23
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finish ReflectionPad2d #23
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2025-11-07 15:10:54 +08:00 |
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24
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finish ReflectionPad1d #24
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2025-11-07 15:19:07 +08:00 |
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25
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add a matmul operator
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2025-11-11 13:38:45 +08:00 |
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26
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fixes #26
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2025-11-12 09:40:59 +08:00 |
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27
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fixes
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2025-11-11 18:46:54 +08:00 |
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28
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fixes mseloss #28
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2025-11-12 09:29:33 +08:00 |
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29
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fixes kldivloss #29
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2025-11-11 19:15:50 +08:00 |
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30
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redirect to 30
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2025-11-12 09:41:29 +08:00 |
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31
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finish GaussianNLLLoss #31
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2025-11-12 11:17:34 +08:00 |
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32
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finish NLLLoss #32
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2025-11-12 11:22:16 +08:00 |
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33
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finish TanimotoCoefficient #33
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2025-11-12 11:39:18 +08:00 |
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35
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fixed softmarginloss
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2025-11-12 14:06:06 +08:00 |
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36
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finish multimarginloss
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2025-11-12 14:48:12 +08:00 |
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37
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fixes pairwisedistance #37
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2025-11-12 15:03:58 +08:00 |
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38
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fixes pairwisedistance #38
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2025-11-12 15:07:00 +08:00 |
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39
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finish TripletMarginWithDistanceLoss #39
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2025-11-12 15:11:24 +08:00 |
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40
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finish SmoothL1Loss #40
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2025-11-12 16:15:55 +08:00 |
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41
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finish PearsonCorrelation #41
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2025-11-12 21:22:03 +08:00 |
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42
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finish LogCoshLoss #42
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2025-11-12 21:27:42 +08:00 |
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43
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finish linear_gelu operator #43
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2025-11-13 10:10:33 +08:00 |
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44
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finish multilabelmarginloss #44
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2025-11-13 10:58:25 +08:00 |
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Example
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强调提交规范
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2025-11-13 16:19:48 +08:00 |
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Ljy123_#1
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finish layernorm #1
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2025-11-13 21:31:19 +08:00 |
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Ljy123_#3
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finish gelu
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2025-11-17 21:41:40 +08:00 |
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Ljy123_#6
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optimzied softmax
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2025-11-17 22:01:20 +08:00 |
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Ljy123_#7
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finish swish
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2025-11-18 21:00:38 +08:00 |
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Ljy123_#8
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finish rmsnorm
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2025-11-18 21:02:51 +08:00 |
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Ljy123_#9
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finish affine-relu
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2025-12-01 20:34:28 +08:00 |
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Ljy123_#11
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finish bias-swish #11
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2025-12-01 20:38:09 +08:00 |
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Ljy123_#12
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finish glu-fuse #12
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2025-12-01 20:39:36 +08:00 |
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Ljy123_#13
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optimized affine-relu #13
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2025-12-01 20:41:09 +08:00 |
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Ljy123_#14
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finish relu-square #14
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2025-12-01 20:44:34 +08:00 |
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Ljy123_#15
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finish softplus-bias #15
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2025-12-01 20:46:04 +08:00 |
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Ljy123_#16
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finish sigmoid-clamp-affine #15
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2025-12-01 20:48:04 +08:00 |
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Ljy123_#17
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finish mish-bias #17
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2025-12-01 23:39:33 +08:00 |
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Ljy123_#18
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finish softsign-affine #18
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2025-12-01 23:40:55 +08:00 |
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Ljy123_#20
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finish tanshrink affine #20
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2025-12-01 23:42:56 +08:00 |
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Ljy123_#21
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optimized sigmoid (power-sigmoid-gate) #21
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2025-12-01 23:44:40 +08:00 |
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Ljy123_#22
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finish gaussian-bias #22
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2025-12-02 15:21:35 +08:00 |
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Ljy123_#23
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optimized sigmoid (hardsigmoid-affine) #23
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2025-12-02 15:23:15 +08:00 |
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Ljy123_#24
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finish spherical-affine #24
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2025-12-02 15:24:48 +08:00 |
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Ljy123_#25
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finish swish2bias #25
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2025-12-02 15:26:08 +08:00 |
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Ljy123_#27
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optimized bias (log1p-square-bias) #27
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2025-12-02 15:28:42 +08:00 |
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Ljy123_#28
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finish sqrt-relu-affine #28
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2025-12-03 18:18:49 +08:00 |
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Ljy123_#29
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finish expm1 #29
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2025-12-03 18:20:01 +08:00 |
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Ljy123_#30
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finish softclip-affine #30
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2025-12-03 18:21:31 +08:00 |
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Ljy123_#31
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finish leaky-swish-bias #31
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2025-12-03 18:22:45 +08:00 |
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Ljy123_#33
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finish softmax-channel-affine #33
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2025-12-03 18:25:39 +08:00 |
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Ljy123_#34
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finish contrastive-gate #34
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2025-12-03 18:26:57 +08:00 |
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Ljy123_#35
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finish channel-rms-gate #35
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2025-12-03 23:27:38 +08:00 |
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Ljy123_#36
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finish prototype-cosine-gate #36
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2025-12-03 23:28:58 +08:00 |
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Ljy123_#37
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optimized softmax-affine (use group) #37
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2025-12-03 23:30:21 +08:00 |
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Ljy123_#38
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finish spatial-diff gate #38
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2025-12-03 23:32:42 +08:00 |
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Ljy123_#39
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finish range-gate-affine #39
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2025-12-03 23:34:47 +08:00 |
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Ljy123_#40
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optimized channel-affine(temp-softmax) #40
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2025-12-03 23:37:37 +08:00 |
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Ljy123_#41
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finish logsigmoid (affine-gate) #41
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2025-12-03 23:40:06 +08:00 |
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Ljy123_#42
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finish exp-square #42
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2025-12-03 23:41:39 +08:00 |
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Lwh20070813_#1
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optimized PearsonCorraletion #1
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2025-11-23 14:06:09 +08:00 |
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Lwh20070813_#2
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optimized LogCoshLoss #2
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2025-11-23 14:07:37 +08:00 |
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ZZZJ_#1
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fixed cosineloss #1
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2025-11-17 18:23:48 +08:00 |
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ZZZJ_#88
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fixes DequantizeLinear #88
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2025-12-09 20:05:08 +08:00 |
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gsd123_#1
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fix reglu #1
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2025-11-14 10:50:31 +08:00 |
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gsd123_#2
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fix geglu #2
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2025-11-14 10:52:35 +08:00 |
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gsd123_#3
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fix layernorm #3
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2025-11-14 10:54:10 +08:00 |
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gsd123_#4
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fix Instancenrm #4
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2025-11-14 10:55:28 +08:00 |
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gsd123_#5
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fix evonorm #5
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2025-11-14 10:56:40 +08:00 |
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gsd123_#6
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fix CrossEntropyLoss #6
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2025-11-14 10:57:42 +08:00 |
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gsd123_#7
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fix poissonnllloss #7
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2025-11-14 10:58:43 +08:00 |
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gsd123_#8
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fix infonceloss #8
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2025-11-14 10:59:44 +08:00 |
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gsd123_#9
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fix circleloss#9
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2025-11-14 11:01:22 +08:00 |
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gsd123_#10
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fix ReflectionPad1d #10
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2025-11-14 11:02:36 +08:00 |
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gsd123_#11
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fix ReflectionPad2d #11
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2025-11-14 11:03:48 +08:00 |
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gsd123_#12
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fix ReflectionPad3d #12
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2025-11-14 11:04:58 +08:00 |
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gsd123_#13
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fix SmoothL1Loss #13
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2025-11-14 11:06:01 +08:00 |
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gsd123_#14
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fix TripletMarginWithDistanceLoss #14
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2025-11-14 11:07:01 +08:00 |
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gsd123_#15
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fix CosineEmbeddingLoss #15
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2025-11-14 11:08:28 +08:00 |
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gsd123_#16
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finish CauchyLoss #16
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2025-11-17 14:14:54 +08:00 |
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gsd123_#17
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finish DiceLoss #17
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2025-11-18 16:51:32 +08:00 |
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gsd123_#18
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finish FocalLoss #18
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2025-11-18 16:52:46 +08:00 |
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gsd123_#19
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finish Generator #19
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2025-11-18 16:54:17 +08:00 |
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gsd123_#20
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finish WelschLoss #20
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2025-11-18 16:55:28 +08:00 |
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gsd123_#21
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finish CharbonnierLoss #21
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2025-11-25 19:47:41 +08:00 |
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gsd123_#22
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finish contrastiveloss #22
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2025-11-25 19:49:13 +08:00 |
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gsd123_#23
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finish huberloss #23
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2025-11-25 19:50:22 +08:00 |
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gsd123_#24
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finish kldivloss #24
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2025-11-25 19:51:35 +08:00 |
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gsd123_#25
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finish softmax2d #24
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2025-11-25 19:52:36 +08:00 |
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gsd123_#26
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finish CanberraDistance #26
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2025-11-25 20:09:17 +08:00 |
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gsd123_#27
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finish SorensenDice #27
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2025-11-25 20:25:33 +08:00 |
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gsd123_#28
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finish clarksDistance #28
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2025-11-25 21:02:00 +08:00 |
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gsd123_#29
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finish chebyshevDistance #29
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2025-11-25 21:04:02 +08:00 |
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gsd123_#30
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finish mahalanobisDistance #30
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2025-11-25 21:06:02 +08:00 |
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gsd123_#31
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finish Mish #31
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2025-11-26 10:55:57 +08:00 |
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gsd123_#32
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finish Adaptivepiecewiselinear #32
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2025-12-03 09:26:08 +08:00 |
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gsd123_#33
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finish AHAF #33
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2025-12-03 09:27:27 +08:00 |
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gsd123_#34
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finish Colu #34
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2025-12-03 09:28:48 +08:00 |
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gsd123_#35
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finish Elish #35
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2025-12-03 09:29:43 +08:00 |
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gsd123_#36
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finish hardmish #36
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2025-12-03 09:30:52 +08:00 |
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gsd123_#37
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finish PDELU #37
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2025-12-03 09:31:51 +08:00 |
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gsd123_#38
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finish Phish #38
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2025-12-03 09:32:56 +08:00 |
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gsd123_#39
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finish PiecewiseLinearUnit #39
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2025-12-03 09:33:57 +08:00 |
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gsd123_#40
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finish Serlu #40
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2025-12-03 09:35:04 +08:00 |
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gsd123_#41
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finish CLL #41
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2025-12-03 11:16:05 +08:00 |
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gsd123_#42
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finish CosLU #42
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2025-12-03 11:17:00 +08:00 |
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gsd123_#43
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finish CosReLU #43
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2025-12-03 11:18:05 +08:00 |
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gsd123_#44
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finish DELU #44
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2025-12-03 11:18:59 +08:00 |
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gsd123_#45
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finish FReLU #45
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2025-12-03 11:20:21 +08:00 |
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gsd123_#46
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finish FunnelActivationforVisualRecognition #46
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2025-12-03 11:21:50 +08:00 |
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gsd123_#48
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finish InvMultiquadratic #48
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2025-12-03 11:23:56 +08:00 |
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gsd123_#49
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finish ISRLU #49
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2025-12-03 11:24:47 +08:00 |
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gsd123_#50
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finish ISRU #50
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2025-12-03 11:25:40 +08:00 |
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gsd123_#51
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finish marcsing #51
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2025-12-03 11:26:31 +08:00 |
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gsd123_#52
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finish ModReLU #52
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2025-12-03 11:27:40 +08:00 |
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gsd123_#53
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finish Flatten-T #53
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2025-12-03 13:05:56 +08:00 |
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gsd123_#54
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finish Multiquadratic #54
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2025-12-03 11:30:01 +08:00 |
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gsd123_#55
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finish Flatten-T Swish #53
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2025-12-03 13:14:50 +08:00 |
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gsd123_#56
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finish ShiftedSoftPlus #56
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2025-12-03 13:28:04 +08:00 |
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gsd123_#57
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finish SinReLU #57
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2025-12-03 11:32:56 +08:00 |
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gsd123_#58
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finish SQNL #58
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2025-12-03 11:34:01 +08:00 |
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gsd123_#59
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finish SQRBF #59
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2025-12-03 11:34:52 +08:00 |
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gsd123_#60
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finish QReLu #60
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2025-12-03 11:37:12 +08:00 |
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gsd123_#61
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finish SquaredReLU #61
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2025-12-03 11:38:05 +08:00 |
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hli28146_#1
|
finish tripletmarginloss #1
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2025-11-17 16:11:21 +08:00 |
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hli28146_#2
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finish multimarginloss
|
2025-11-17 16:18:25 +08:00 |
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hli28146_#3
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finish softmarginloss #3
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2025-11-17 16:22:19 +08:00 |
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hli28146_#4
|
finish huberloss #4
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2025-11-17 16:26:20 +08:00 |
|
hli28146_#5
|
finish multilabelmarginloss #5
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2025-11-17 16:30:36 +08:00 |
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hli28146_#6
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finish lppool1d #6
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2025-11-18 10:35:21 +08:00 |
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hli28146_#7
|
finish cholesky #7
|
2025-11-14 18:41:56 +08:00 |
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hli28146_#8
|
finish vecdot #8
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2025-11-17 22:28:01 +08:00 |
|
hli28146_#9
|
finish cross #9
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2025-11-17 22:30:08 +08:00 |
|
hli28146_#10
|
finish logsumexp #10
|
2025-11-17 22:36:15 +08:00 |
|
hli28146_#11
|
finish cumsum #11
|
2025-11-25 16:20:09 +08:00 |
|
hli28146_#12
|
finish gempool #12
|
2025-11-26 00:03:49 +08:00 |
|
hli28146_#13
|
finish giouloss #13
|
2025-11-26 00:34:03 +08:00 |
|
hli28146_#14
|
finish wingloss #14
|
2025-11-26 16:53:48 +08:00 |
|
hli28146_#15
|
finish poly-1 crossentropy loss #15
|
2025-11-26 18:46:10 +08:00 |
|
hli28146_#16
|
finish poly-1 focalloss #16
|
2025-11-26 19:50:54 +08:00 |
|
hli28146_#17
|
finish bprloss #17
|
2025-11-26 19:26:05 +08:00 |
|
hli28146_#18
|
finish logish #18
|
2025-11-27 00:00:53 +08:00 |
|
hli28146_#19
|
finish LiSHT #19
|
2025-11-27 00:11:37 +08:00 |
|
hli28146_#20
|
finish tanhexp #20
|
2025-11-27 00:19:19 +08:00 |
|
hli28146_#21
|
finish cosfaceloss #21
|
2025-12-02 14:15:27 +08:00 |
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hli28146_#22
|
finish arcfaceloss #22
|
2025-12-02 14:22:02 +08:00 |
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hli28146_#23
|
finish spherefaceloss #23
|
2025-12-02 14:27:23 +08:00 |
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hli28146_#24
|
finish Flatten-T swish #24
|
2025-12-02 15:04:40 +08:00 |
|
hli28146_#25
|
finish ACON-C #25
|
2025-12-02 17:21:13 +08:00 |
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hli28146_#26
|
finish meta-ACON #26
|
2025-12-02 17:42:30 +08:00 |
|
hli28146_#27
|
finish SmeLU #27
|
2025-12-02 20:12:19 +08:00 |
|
hli28146_#28
|
finish Phish #28
|
2025-12-02 20:26:34 +08:00 |
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hli28146_#29
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finish GCU #29
|
2025-12-02 20:43:36 +08:00 |
|
hli28146_#30
|
finish ASU #30
|
2025-12-02 21:03:39 +08:00 |
|
uucoco_#1
|
fix GaussianNLLLoss #1
|
2025-11-13 20:28:09 +08:00 |
|
uucoco_#2
|
fix NLLLoss #2
|
2025-11-13 20:38:27 +08:00 |
|
uucoco_#3
|
fix TanimotoCoefficient #3
|
2025-11-13 20:40:59 +08:00 |
|
uucoco_#4
|
finish HammingDistance #4
|
2025-11-13 20:45:47 +08:00 |
|
uucoco_#5
|
finish BhattacharyyaDistance #5
|
2025-11-13 20:48:52 +08:00 |
|
uucoco_#6
|
finish HellingerDistance #6
|
2025-11-13 20:50:33 +08:00 |
|
uucoco_#7
|
finish MinkowskiDistance #7
|
2025-11-13 20:52:16 +08:00 |
|
uucoco_#8
|
finish ChannelShuffle #8
|
2025-11-16 13:23:46 +08:00 |
|
uucoco_#9
|
finish JaccardSimilarity #9
|
2025-11-16 13:27:30 +08:00 |
|
uucoco_#10
|
finish CharbonnierLoss #10
|
2025-11-18 21:54:57 +08:00 |
|
uucoco_#11
|
finish IntraClassCorrelation #11
|
2025-11-18 21:56:49 +08:00 |
|
uucoco_#12
|
finish CoVariance #12
|
2025-11-18 22:00:30 +08:00 |
|
uucoco_#13
|
finish Variance #13
|
2025-11-18 22:01:36 +08:00 |
|
uucoco_#14
|
finish softmin #14
|
2025-11-23 19:50:59 +08:00 |
|
uucoco_#15
|
finish softplus #15
|
2025-11-23 19:52:17 +08:00 |
|
uucoco_#16
|
finish softshrink #16
|
2025-11-23 19:53:30 +08:00 |
|
uucoco_#17
|
finish IOULoss#17
|
2025-11-23 20:44:51 +08:00 |
|
uucoco_#18
|
finish softsign #18
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2025-11-23 20:58:11 +08:00 |
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uucoco_#20
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finish SoftExponential #20
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2025-12-02 20:23:18 +08:00 |
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uucoco_#21
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finish SoftClip #21
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2025-12-02 20:24:29 +08:00 |
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uucoco_#22
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finish LogWeightedSumExp #22
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2025-12-02 20:25:50 +08:00 |
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uucoco_#23
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finish LogSigmoid #23
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2025-12-02 20:26:55 +08:00 |
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uucoco_#24
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finish LogMeanExp #24
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2025-12-02 20:28:25 +08:00 |
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uucoco_#25
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finish HardTanh #25
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2025-12-02 20:29:31 +08:00 |
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uucoco_#26
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finish HardSwish #26
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2025-12-02 20:30:31 +08:00 |
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uucoco_#27
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finish HardSigmoid #27
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2025-12-02 20:31:45 +08:00 |
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uucoco_#28
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finish hardshrink #28
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2025-12-02 20:33:01 +08:00 |
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wut0n_#1
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feat: Add high-performance LayerNorm operator with vectorized Welford algorithm #1
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2025-11-19 21:21:51 +08:00 |
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wut0n_#2
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feat:add focal loss optimization
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2025-11-20 18:35:27 +08:00 |
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wut0n_#3
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feat:Rmsnorm #3
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2025-11-20 21:12:55 +08:00 |
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wut0n_#4
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feat:Instancenorm #4
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2025-11-20 21:15:22 +08:00 |
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wut0n_#5
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feat: add high-performance GroupNorm CUDA implementation
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2025-11-21 00:50:30 +08:00 |
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wut0n_#6
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feat:add high performance diceloss #6
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2025-11-21 19:40:36 +08:00 |
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wut0n_#7
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feat:add high performance tripletloss #7
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2025-11-23 16:19:02 +08:00 |
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wut0n_#8
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feat:add high performance Bceloss #8
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2025-11-22 16:38:47 +08:00 |
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wut0n_#9
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feat:Add high performance L1loss #9
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2025-11-21 21:21:58 +08:00 |
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wut0n_#10
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feat:add high performance Mseloss #10
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2025-11-21 21:51:41 +08:00 |
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wut0n_#11
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feat:add high performance contrastiveloss #11
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2025-11-23 14:02:40 +08:00 |
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wut0n_#12
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feat:add high performance #12
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2025-11-23 16:21:47 +08:00 |
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wut0n_#13
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feat:add high performance hingeloss #13
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2025-11-23 16:23:34 +08:00 |
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wut0n_#14
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fixs:repair performance euclidean #14
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2025-11-25 15:41:36 +08:00 |
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wut0n_#15
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feat:add high performance cosinedistance #15
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2025-11-23 16:27:11 +08:00 |
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wut0n_#16
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feat:add high performance Chebyshev distance #16
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2025-11-23 23:29:18 +08:00 |
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wut0n_#17
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feat:add high performance Manhattan distance #17
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2025-11-23 23:31:47 +08:00 |
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wut0n_#18
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feat:add high performance Minkowski distance #18
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2025-11-23 23:33:23 +08:00 |
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wut0n_#19
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feat:add high performance cosine+contrasstive #19
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2025-12-04 14:56:27 +08:00 |
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wut0n_#20
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feat:add good performance Hamming #20
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2025-11-25 14:02:11 +08:00 |
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wut0n_#21
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fix:add high performance canberra #21
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2025-12-03 00:09:03 +08:00 |
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wut0n_#22
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feat:add good performance Braycurtis #22
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2025-11-25 17:11:19 +08:00 |
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wut0n_#23
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feat:add high performance squared_euclidean #23
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2025-11-25 17:13:35 +08:00 |
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wut0n_#24
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feat:add high performance cosine #24
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2025-11-25 17:15:34 +08:00 |
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wut0n_#25
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feat:add high performance weighted_sum #25
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2025-11-25 17:17:36 +08:00 |
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wut0n_#26
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feat:add good variance #26
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2025-11-25 17:19:36 +08:00 |
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wut0n_#27
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feat:add high performance sigmoid derivative #27
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2025-12-03 00:26:44 +08:00 |
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wut0n_#28
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feat:add high performance Logsumexp #28
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2025-12-03 00:30:17 +08:00 |
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wut0n_#29
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feat:add high performance Logbeta #29
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2025-12-03 00:32:11 +08:00 |
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wut0n_#31
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feat:add high performance focallossfuse #31
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2025-12-04 14:59:40 +08:00 |
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wut0n_#32
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feat:add high performance rmsnormresidual #32
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2025-12-04 15:01:24 +08:00 |
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wwmm_#1
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fixes rope #1
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2025-11-17 20:58:14 +08:00 |
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wwmm_#2
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fixes cosinesimilarity #2
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2025-11-17 21:06:28 +08:00 |
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wwmm_#3
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fixes embeddingbag #3
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2025-11-17 21:12:52 +08:00 |
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zizi05_#1
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feat:add mish #1
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2025-11-22 15:02:47 +08:00 |
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zizi05_#3
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feat:add pairwise_distance #3
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2025-11-22 15:44:18 +08:00 |
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zizi05_#4
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feat:add a selu_clip #4
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2025-11-22 15:50:40 +08:00 |
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zizi05_#6
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feat:add a bilinear #6
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2025-11-23 16:14:27 +08:00 |
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zizi05_#7
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feat:add a swishgelu#7
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2025-11-26 10:20:24 +08:00 |
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zizi05_#8
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feat:add a hardmish #8
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2025-11-25 15:58:07 +08:00 |
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zizi05_#9
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feat:add a tanhshrink #9
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2025-11-25 16:17:37 +08:00 |
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zizi05_10
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finish add a swish_layernorm #10
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2025-11-25 16:51:57 +08:00 |
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zizi_05#5
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feat:add a localresponsenormalizetion_simple #5
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2025-11-23 14:56:12 +08:00 |
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README.md
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Update README.md
|
2025-11-13 16:32:02 +08:00 |
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