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c2acad151b
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Implement simple model validation
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2024-04-22 20:57:40 +02:00 |
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f17debc244
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Implement getOutputSize and getInputSize for seq layers
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2024-04-22 20:31:58 +02:00 |
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fbf6c44bdd
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Remove extra cudaFree
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2024-04-22 19:05:02 +02:00 |
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a32c737785
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Allocate activation on heap
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2024-04-22 18:59:16 +02:00 |
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26cea9b12c
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Fix more cuda memcheck errors
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2024-04-21 22:56:55 +02:00 |
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58af95eb25
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Remove cudaDeviceReset calls from tests
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2024-04-21 22:47:12 +02:00 |
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bdbb3f978e
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Fix matmul and max reduce memcheck errors
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2024-04-21 22:11:02 +02:00 |
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9a6152469a
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Update activation test
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2024-04-21 14:00:43 +02:00 |
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942ee6a32b
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Add layer name to vector
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2024-04-21 12:20:02 +02:00 |
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0170afaf3f
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Improve cuda error handling
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2024-04-21 12:19:19 +02:00 |
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d64a28bc9c
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Fix model weights export
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2024-04-21 00:05:56 +02:00 |
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9c5d853b75
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Fix bin file seek offset
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2024-04-20 21:30:01 +02:00 |
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5e663b9029
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Fix bias in conv layer
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2024-04-20 19:09:00 +02:00 |
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d08567a563
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Fix weigh bias parsing and better error logging
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2024-04-20 18:36:53 +02:00 |
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ecf7416f8e
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Rework padding size setting
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2024-04-20 16:31:28 +02:00 |
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dbaab5652e
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Ignore .bin files
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2024-04-20 15:51:02 +02:00 |
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0807a0f2b8
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Export pretrained alexnet
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2024-04-20 15:50:12 +02:00 |
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ab10959f35
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Start implementing AlexNet
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2024-04-18 22:31:14 +02:00 |
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ef3a62f399
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Remove hardcoded cuda architecture
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2024-04-18 20:44:32 +02:00 |
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c1d93bd008
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Update README
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2024-04-16 21:41:10 +02:00 |
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432adf57bd
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Test model weights loading
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2024-04-16 21:07:06 +02:00 |
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9fb9d7e8e1
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Implement getting layer, weights and biases
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2024-04-16 19:09:41 +02:00 |
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f4ae45f867
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Start implementing weights import
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2024-04-15 22:17:48 +02:00 |
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d8c50116e8
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Implement pytorch weights export
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2024-04-15 22:17:14 +02:00 |
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13b455e4ba
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Implement test multiple inference
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2024-04-14 00:19:29 +02:00 |
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b20ade27d8
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Implement model destructor
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2024-04-14 00:05:57 +02:00 |
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53c976733b
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Refactor model test
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2024-04-14 00:05:32 +02:00 |
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457e0f669f
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Implement model test
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2024-04-13 13:31:29 +02:00 |
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18522c2dea
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Cleanup and refactor
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2024-04-11 22:52:41 +02:00 |
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4b9d123e94
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Implement device vector utils
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2024-04-11 22:22:33 +02:00 |
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710a33bdde
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Move softmax partial kernels to matmul
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2024-04-11 22:01:47 +02:00 |
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bf7c961b9e
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Add cudaDeviceReset at the end of each test
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2024-04-11 19:55:02 +02:00 |
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bc86ed1782
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Add activation to pooling layers
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2024-04-11 19:50:54 +02:00 |
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e86e04f6d6
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Add clearing kernel
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2024-04-11 19:49:09 +02:00 |
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b49dddf34a
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Improve softmax numerical stability
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2024-04-08 23:25:46 +02:00 |
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e419a93408
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Fix softmax sum kernel
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2024-04-08 22:09:18 +02:00 |
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7bc329a043
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Add more softmax tests
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2024-03-22 22:32:08 +01:00 |
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9482d7bc43
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Add model predict test
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2024-03-22 22:31:32 +01:00 |
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9ecd51c63a
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Split python scripts
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2024-03-22 20:03:22 +01:00 |
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87db47089e
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Add output layer to model predict
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2024-03-21 23:22:12 +01:00 |
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90fb104dae
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Implement output layer
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2024-03-21 23:07:46 +01:00 |
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e46d5d3f76
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Update README
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2024-03-21 00:26:11 +01:00 |
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a9d0a0832a
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Change model input layer creation
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2024-03-21 00:24:49 +01:00 |
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af6838e8ae
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Initial model implementation
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2024-03-20 22:31:39 +01:00 |
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6f4cdf3792
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Implement avg pool test
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2024-03-20 21:57:22 +01:00 |
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dfff0360d9
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Implement max pooling test
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2024-03-20 21:44:04 +01:00 |
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c062e89972
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Use 3d memory layout for pooling
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2024-03-20 19:21:30 +01:00 |
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5860faf85e
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Use 3d memory layout for convolution
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2024-03-20 19:15:27 +01:00 |
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ef63cbd9f1
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Implement avg pooling
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2024-03-19 22:33:43 +01:00 |
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a0fc1b00ae
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Implement max pooling layer
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2024-03-19 22:04:58 +01:00 |
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