33 Commits

Author SHA1 Message Date
75475790ac Migrate Dense layer 2024-09-08 13:36:53 +02:00
9704d0d53e Add running mean and running var to batchnorm 2024-08-25 19:05:10 +02:00
df47a31f36 Rename dim2d to shape2d 2024-05-27 21:14:51 +02:00
94a16b4352 Add padding to max pooling 2024-05-26 19:03:10 +02:00
4a67b708f0 Add padding to avg pooling 2024-05-26 18:54:12 +02:00
74098b24e3 Add support for non square matrices 2024-05-20 15:20:43 +02:00
5c8d3f7e25 Compute mean and variance 2024-04-29 20:55:11 +02:00
0ab623fa23 Implement vector mean calculation 2024-04-28 22:04:15 +02:00
f60d62f6bd Implement batch norm layer 2024-04-28 19:58:00 +02:00
5e663b9029 Fix bias in conv layer 2024-04-20 19:09:00 +02:00
d08567a563 Fix weigh bias parsing and better error logging 2024-04-20 18:36:53 +02:00
4b9d123e94 Implement device vector utils 2024-04-11 22:22:33 +02:00
710a33bdde Move softmax partial kernels to matmul 2024-04-11 22:01:47 +02:00
e86e04f6d6 Add clearing kernel 2024-04-11 19:49:09 +02:00
b49dddf34a Improve softmax numerical stability 2024-04-08 23:25:46 +02:00
e419a93408 Fix softmax sum kernel 2024-04-08 22:09:18 +02:00
dfff0360d9 Implement max pooling test 2024-03-20 21:44:04 +01:00
ef63cbd9f1 Implement avg pooling 2024-03-19 22:33:43 +01:00
a0fc1b00ae Implement max pooling layer 2024-03-19 22:04:58 +01:00
6cf604423a Combine padding and conv kernel 2024-03-18 19:53:40 +01:00
e6d3757312 Change unsigned int to int 2024-03-18 19:40:00 +01:00
42d646750b Abstract activation and implement softmax 2024-03-17 18:37:15 +01:00
0c22fac64e Add toplevel CUDANet namespace 2024-03-17 16:08:53 +01:00
88f7fff217 Add prefix to guards 2024-03-13 22:23:23 +01:00
7157a27e56 Add documentation comments 2024-03-12 21:50:06 +01:00
d2ab78fbc7 Add Kernels namespace 2024-03-11 21:04:23 +01:00
f3112311da Make conv2d work again 2024-03-10 19:13:22 +01:00
e51aabc2f2 Initial cuda conv kernel implementation 2024-03-08 23:35:54 +01:00
98ad84c659 Add matrix math kernels 2024-03-05 17:38:46 +01:00
f37320594a Add activations enum 2024-03-03 15:24:54 +01:00
019ccc33d9 Start implementing padding kernel 2024-02-29 22:21:48 +01:00
045359cca2 Remove not needed code 2024-02-29 22:21:32 +01:00
b1eb8b5806 Add activations test 2024-02-27 20:19:17 +01:00