├── .gitignore ├── documentation ├── html │ ├── graph_legend.md5 │ ├── vmm_8h__incl.md5 │ ├── dataset_8h__incl.md5 │ ├── fc__layer_8h__incl.md5 │ ├── inherit_graph_0.md5 │ ├── inherit_graph_1.md5 │ ├── inherit_graph_2.md5 │ ├── inherit_graph_3.md5 │ ├── inherit_graph_4.md5 │ ├── inherit_graph_5.md5 │ ├── inherit_graph_6.md5 │ ├── inherit_graph_7.md5 │ ├── layers_8h__incl.md5 │ ├── mnist_8cpp__incl.md5 │ ├── mnist_8h__incl.md5 │ ├── trainer_8h__incl.md5 │ ├── vmm_8cpp__incl.md5 │ ├── vmm_8h__dep__incl.md5 │ ├── classvmm__coll__graph.md5 │ ├── conv__layer_8h__incl.md5 │ ├── d6 │ │ ├── d22 │ │ │ ├── dataset_8h__incl.md5 │ │ │ ├── dataset_8h__incl.map │ │ │ └── dataset_8h__incl.png │ │ ├── dfc │ │ │ ├── class_dataset__inherit__graph.md5 │ │ │ ├── class_dataset__inherit__graph.png │ │ │ └── class_dataset__inherit__graph.map │ │ ├── df7 │ │ │ ├── classlayers_1_1relu__coll__graph.md5 │ │ │ ├── classlayers_1_1relu__coll__graph.png │ │ │ └── classlayers_1_1relu__coll__graph.map │ │ └── db1 │ │ │ ├── classvmm_a32cb9a9fd663be8de3499f66508d6e5e_icgraph.md5 │ │ │ ├── classvmm_a3fd839f1dc735f000cc8fdb881885da9_icgraph.md5 │ │ │ ├── classvmm_aba1f1581cb955bf0eea1f54485f03dcf_icgraph.md5 │ │ │ ├── classvmm_ac7c7a87ea87705ae76ccdabd987dd30f_icgraph.md5 │ │ │ ├── classvmm_ad509f1f2d1f5597e0f87c13808ee33f5_cgraph.md5 │ │ │ ├── classvmm_af6491ff63a7aedde697c4a148b005877_icgraph.md5 │ │ │ ├── classvmm_ad509f1f2d1f5597e0f87c13808ee33f5_cgraph.png │ │ │ ├── classvmm_a32cb9a9fd663be8de3499f66508d6e5e_icgraph.png │ │ │ ├── classvmm_a3fd839f1dc735f000cc8fdb881885da9_icgraph.png │ │ │ ├── classvmm_aba1f1581cb955bf0eea1f54485f03dcf_icgraph.png │ │ │ ├── classvmm_ac7c7a87ea87705ae76ccdabd987dd30f_icgraph.png │ │ │ ├── classvmm_af6491ff63a7aedde697c4a148b005877_icgraph.png │ │ │ ├── classvmm_a32cb9a9fd663be8de3499f66508d6e5e_icgraph.map │ │ │ ├── classvmm_aba1f1581cb955bf0eea1f54485f03dcf_icgraph.map │ │ │ ├── classvmm_a3fd839f1dc735f000cc8fdb881885da9_icgraph.map │ │ │ ├── classvmm_ac7c7a87ea87705ae76ccdabd987dd30f_icgraph.map │ │ │ ├── classvmm_af6491ff63a7aedde697c4a148b005877_icgraph.map │ │ │ └── classvmm_ad509f1f2d1f5597e0f87c13808ee33f5_cgraph.map │ ├── d9 │ │ ├── d2e │ │ │ ├── mnist_8h__incl.md5 │ │ │ ├── mnist_8h__incl.png │ │ │ └── mnist_8h__incl.map │ │ ├── d56 │ │ │ ├── input__layer_8h__incl.md5 │ │ │ ├── input__layer_8h__incl.png │ │ │ └── input__layer_8h__incl.map │ │ ├── d8c │ │ │ ├── classvmm__coll__graph.md5 │ │ │ ├── classvmm__coll__graph.png │ │ │ └── classvmm__coll__graph.map │ │ └── d81 │ │ │ ├── classlayers_1_1relu__inherit__graph.md5 │ │ │ ├── classlayers_1_1relu__inherit__graph.png │ │ │ └── classlayers_1_1relu__inherit__graph.map │ ├── data__loader_8h__incl.md5 │ ├── dataset_8h__dep__incl.md5 │ ├── db │ │ ├── d47 │ │ │ ├── vmm_8h__incl.md5 │ │ │ ├── vmm_8h__incl.map │ │ │ └── vmm_8h__incl.png │ │ ├── df7 │ │ │ ├── vmm_8cpp__incl.md5 │ │ │ ├── vmm_8cpp__incl.png │ │ │ └── vmm_8cpp__incl.map │ │ ├── ddb │ │ │ ├── vmm_8h__dep__incl.md5 │ │ │ └── vmm_8h__dep__incl.png │ │ ├── d8f │ │ │ ├── flatten__layer_8h__incl.md5 │ │ │ ├── flatten__layer_8h__incl.png │ │ │ └── flatten__layer_8h__incl.map │ │ ├── d71 │ │ │ ├── class_m_n_i_s_t__inherit__graph.md5 │ │ │ ├── class_m_n_i_s_t__inherit__graph.png │ │ │ └── class_m_n_i_s_t__inherit__graph.map │ │ ├── dbf │ │ │ ├── classlayers_1_1_f_c_layer__inherit__graph.md5 │ │ │ ├── classlayers_1_1_f_c_layer__inherit__graph.png │ │ │ └── classlayers_1_1_f_c_layer__inherit__graph.map │ │ └── ddc │ │ │ ├── classlayers_1_1_input_layer__inherit__graph.md5 │ │ │ ├── classlayers_1_1_input_layer__inherit__graph.png │ │ │ └── classlayers_1_1_input_layer__inherit__graph.map │ ├── de │ │ ├── d5c │ │ │ ├── layers_8h__incl.md5 │ │ │ ├── layers_8h__incl.png │ │ │ └── layers_8h__incl.map │ │ ├── d87 │ │ │ ├── mnist_8cpp__incl.md5 │ │ │ ├── mnist_8cpp__incl.png │ │ │ └── mnist_8cpp__incl.map │ │ ├── d89 │ │ │ ├── layers_8h__dep__incl.md5 │ │ │ ├── layers_8h__dep__incl.png │ │ │ └── layers_8h__dep__incl.map │ │ ├── de5 │ │ │ ├── conv__layer_8h__incl.md5 │ │ │ ├── conv__layer_8h__incl.png │ │ │ └── conv__layer_8h__incl.map │ │ ├── d12 │ │ │ ├── classlayers_1_1_flatten__coll__graph.md5 │ │ │ ├── classlayers_1_1_flatten__coll__graph.png │ │ │ └── classlayers_1_1_flatten__coll__graph.map │ │ └── d08 │ │ │ ├── classlayers_1_1_f_c_layer__coll__graph.md5 │ │ │ ├── classlayers_1_1_f_c_layer__coll__graph.png │ │ │ └── classlayers_1_1_f_c_layer__coll__graph.map │ ├── df │ │ ├── d53 │ │ │ ├── trainer_8h__incl.md5 │ │ │ ├── trainer_8h__incl.png │ │ │ └── trainer_8h__incl.map │ │ ├── d11 │ │ │ ├── data__loader_8h__incl.md5 │ │ │ ├── data__loader_8h__incl.png │ │ │ └── data__loader_8h__incl.map │ │ ├── d7e │ │ │ ├── relu__layer_8h__incl.md5 │ │ │ ├── relu__layer_8h__incl.png │ │ │ └── relu__layer_8h__incl.map │ │ ├── d7d │ │ │ ├── classlayers_1_1_softmax__coll__graph.md5 │ │ │ ├── classlayers_1_1_softmax__coll__graph.png │ │ │ └── classlayers_1_1_softmax__coll__graph.map │ │ ├── d3b │ │ │ ├── classlayers_1_1_conv_layer__inherit__graph.md5 │ │ │ ├── classlayers_1_1_conv_layer__inherit__graph.png │ │ │ └── classlayers_1_1_conv_layer__inherit__graph.map │ │ └── df8 │ │ │ ├── mnist_8cpp_a51018b9055e79a02faefd2cdaa8a2fa7_icgraph.md5 │ │ │ ├── mnist_8cpp_a51018b9055e79a02faefd2cdaa8a2fa7_icgraph.png │ │ │ └── mnist_8cpp_a51018b9055e79a02faefd2cdaa8a2fa7_icgraph.map │ ├── flatten__layer_8h__incl.md5 │ ├── input__layer_8h__incl.md5 │ ├── layers_8h__dep__incl.md5 │ ├── mnist_8h__dep__incl.md5 │ ├── mnist__test_8cpp__incl.md5 │ ├── pooling__layer_8h__incl.md5 │ ├── relu__layer_8h__incl.md5 │ ├── softmax__layer_8h__incl.md5 │ ├── vmm__test_8cpp__incl.md5 │ ├── class_dataset__coll__graph.md5 │ ├── class_m_n_i_s_t__coll__graph.md5 │ ├── d4 │ │ ├── d1d │ │ │ ├── vmm__test_8cpp__incl.md5 │ │ │ ├── vmm__test_8cpp__incl.png │ │ │ └── vmm__test_8cpp__incl.map │ │ ├── de9 │ │ │ ├── mnist_8h__dep__incl.md5 │ │ │ ├── mnist_8h__dep__incl.png │ │ │ └── mnist_8h__dep__incl.map │ │ ├── d67 │ │ │ ├── classlayers_1_1_input_layer__coll__graph.md5 │ │ │ ├── classlayers_1_1_input_layer__coll__graph.png │ │ │ └── classlayers_1_1_input_layer__coll__graph.map │ │ └── d24 │ │ │ ├── classlayers_1_1_pooling_layer__coll__graph.md5 │ │ │ ├── classlayers_1_1_pooling_layer__coll__graph.png │ │ │ └── classlayers_1_1_pooling_layer__coll__graph.map │ ├── data__loader_8h__dep__incl.md5 │ ├── dc │ │ ├── d77 │ │ │ ├── dataset_8h__dep__incl.md5 │ │ │ ├── dataset_8h__dep__incl.png │ │ │ └── dataset_8h__dep__incl.map │ │ ├── da7 │ │ │ ├── class_m_n_i_s_t__coll__graph.md5 │ │ │ ├── class_m_n_i_s_t__coll__graph.png │ │ │ └── class_m_n_i_s_t__coll__graph.map │ │ └── dd5 │ │ │ ├── class_data_loader_af1976cca10d179632ac998832e9011d5_icgraph.md5 │ │ │ ├── class_data_loader_af1976cca10d179632ac998832e9011d5_icgraph.png │ │ │ └── class_data_loader_af1976cca10d179632ac998832e9011d5_icgraph.map │ ├── dd │ │ ├── d18 │ │ │ ├── fc__layer_8h__incl.md5 │ │ │ ├── fc__layer_8h__incl.png │ │ │ └── fc__layer_8h__incl.map │ │ ├── d2f │ │ │ ├── structmemory_node__coll__graph.md5 │ │ │ ├── classlayers_1_1_conv_layer__coll__graph.md5 │ │ │ ├── structmemory_node__coll__graph.png │ │ │ ├── classlayers_1_1_conv_layer__coll__graph.png │ │ │ ├── classlayers_1_1_conv_layer__coll__graph.map │ │ │ └── structmemory_node__coll__graph.map │ │ ├── d67 │ │ │ ├── classlayers_1_1_layer__coll__graph.md5 │ │ │ ├── classlayers_1_1_layer__coll__graph.map │ │ │ └── classlayers_1_1_layer__coll__graph.png │ │ ├── dd1 │ │ │ ├── classlayers_1_1_softmax__inherit__graph.md5 │ │ │ ├── classlayers_1_1_softmax__inherit__graph.png │ │ │ └── classlayers_1_1_softmax__inherit__graph.map │ │ └── dcd │ │ │ ├── layers_8h_a2bb98fbee87212254c977e746e4596e1_icgraph.md5 │ │ │ ├── layers_8h_a7b854a420832e9f14150721344c72a3d_icgraph.md5 │ │ │ ├── layers_8h_a89f66b9c8c2fec36a8bafc064cca64d0_icgraph.md5 │ │ │ ├── layers_8h_a8e8e4496b1eab58d59081f2d823a481c_icgraph.md5 │ │ │ ├── layers_8h_a97afc435921c1d3559b853bfd2eb0f82_icgraph.md5 │ │ │ ├── layers_8h_ab3e90881a2476fd461eb2bcfcaa7cf63_cgraph.md5 │ │ │ ├── layers_8h_ac1954f064bd25ef443e4f3fb9db90d88_icgraph.md5 │ │ │ ├── layers_8h_ac752072214b57ad911f8b833effb67c1_icgraph.md5 │ │ │ ├── layers_8h_adaec873865a66dd1361e7fdb8cbaceb5_icgraph.md5 │ │ │ ├── layers_8h_a2bb98fbee87212254c977e746e4596e1_icgraph.png │ │ │ ├── layers_8h_a7b854a420832e9f14150721344c72a3d_icgraph.png │ │ │ ├── layers_8h_a89f66b9c8c2fec36a8bafc064cca64d0_icgraph.png │ │ │ ├── layers_8h_a8e8e4496b1eab58d59081f2d823a481c_icgraph.png │ │ │ ├── layers_8h_a97afc435921c1d3559b853bfd2eb0f82_icgraph.png │ │ │ ├── layers_8h_ab3e90881a2476fd461eb2bcfcaa7cf63_cgraph.png │ │ │ ├── layers_8h_ac1954f064bd25ef443e4f3fb9db90d88_icgraph.png │ │ │ ├── layers_8h_ac752072214b57ad911f8b833effb67c1_icgraph.png │ │ │ ├── layers_8h_adaec873865a66dd1361e7fdb8cbaceb5_icgraph.png │ │ │ ├── layers_8h_a7b854a420832e9f14150721344c72a3d_icgraph.map │ │ │ ├── layers_8h_a2bb98fbee87212254c977e746e4596e1_icgraph.map │ │ │ ├── layers_8h_a97afc435921c1d3559b853bfd2eb0f82_icgraph.map │ │ │ ├── layers_8h_a89f66b9c8c2fec36a8bafc064cca64d0_icgraph.map │ │ │ ├── layers_8h_ac1954f064bd25ef443e4f3fb9db90d88_icgraph.map │ │ │ ├── layers_8h_ac752072214b57ad911f8b833effb67c1_icgraph.map │ │ │ ├── layers_8h_adaec873865a66dd1361e7fdb8cbaceb5_icgraph.map │ │ │ └── layers_8h_a8e8e4496b1eab58d59081f2d823a481c_icgraph.map │ ├── class_data_loader__coll__graph.md5 │ ├── class_dataset__inherit__graph.md5 │ ├── class_m_n_i_s_t__inherit__graph.md5 │ ├── classlayers_1_1relu__coll__graph.md5 │ ├── d1 │ │ ├── d09 │ │ │ ├── data__loader_8h__dep__incl.md5 │ │ │ ├── data__loader_8h__dep__incl.png │ │ │ └── data__loader_8h__dep__incl.map │ │ └── d61 │ │ │ ├── classlayers_1_1_flatten__inherit__graph.md5 │ │ │ ├── classlayers_1_1_flatten__inherit__graph.png │ │ │ └── classlayers_1_1_flatten__inherit__graph.map │ ├── d2 │ │ ├── d39 │ │ │ ├── softmax__layer_8h__incl.md5 │ │ │ ├── softmax__layer_8h__incl.png │ │ │ └── softmax__layer_8h__incl.map │ │ └── d61 │ │ │ ├── class_m_n_i_s_t_a66398129b8cca27a069fbff3e928b33b_cgraph.md5 │ │ │ ├── class_m_n_i_s_t_a708d9dd1465961c063d8688995a00feb_cgraph.md5 │ │ │ ├── class_m_n_i_s_t_af888d2af543cca0d04957bddf5293687_cgraph.md5 │ │ │ ├── class_m_n_i_s_t_a66398129b8cca27a069fbff3e928b33b_icgraph.md5 │ │ │ ├── class_m_n_i_s_t_a708d9dd1465961c063d8688995a00feb_icgraph.md5 │ │ │ ├── class_m_n_i_s_t_a66398129b8cca27a069fbff3e928b33b_cgraph.png │ │ │ ├── class_m_n_i_s_t_a708d9dd1465961c063d8688995a00feb_cgraph.png │ │ │ ├── class_m_n_i_s_t_af888d2af543cca0d04957bddf5293687_cgraph.png │ │ │ ├── class_m_n_i_s_t_a66398129b8cca27a069fbff3e928b33b_icgraph.png │ │ │ ├── class_m_n_i_s_t_a708d9dd1465961c063d8688995a00feb_icgraph.png │ │ │ ├── class_m_n_i_s_t_a66398129b8cca27a069fbff3e928b33b_cgraph.map │ │ │ ├── class_m_n_i_s_t_a708d9dd1465961c063d8688995a00feb_cgraph.map │ │ │ ├── class_m_n_i_s_t_a66398129b8cca27a069fbff3e928b33b_icgraph.map │ │ │ ├── class_m_n_i_s_t_a708d9dd1465961c063d8688995a00feb_icgraph.map │ │ │ └── class_m_n_i_s_t_af888d2af543cca0d04957bddf5293687_cgraph.map │ ├── d3 │ │ ├── d88 │ │ │ ├── mnist__test_8cpp__incl.md5 │ │ │ ├── mnist__test_8cpp__incl.png │ │ │ └── mnist__test_8cpp__incl.map │ │ ├── dca │ │ │ ├── class_dataset__coll__graph.md5 │ │ │ ├── class_dataset__coll__graph.map │ │ │ └── class_dataset__coll__graph.png │ │ ├── dd2 │ │ │ ├── pooling__layer_8h__incl.md5 │ │ │ ├── pooling__layer_8h__incl.png │ │ │ └── pooling__layer_8h__incl.map │ │ └── d81 │ │ │ ├── classlayers_1_1_layer__inherit__graph.md5 │ │ │ ├── classlayers_1_1_layer__inherit__graph.png │ │ │ └── classlayers_1_1_layer__inherit__graph.map │ ├── structmemory_node__coll__graph.md5 │ ├── vmm_8h__incl.map │ ├── classlayers_1_1_f_c_layer__coll__graph.md5 │ ├── classlayers_1_1_flatten__coll__graph.md5 │ ├── classlayers_1_1_layer__coll__graph.md5 │ ├── classlayers_1_1_layer__inherit__graph.md5 │ ├── classlayers_1_1_softmax__coll__graph.md5 │ ├── classlayers_1_1relu__inherit__graph.md5 │ ├── d8 │ │ ├── d2f │ │ │ ├── class_data_loader__coll__graph.md5 │ │ │ ├── class_data_loader__coll__graph.png │ │ │ └── class_data_loader__coll__graph.map │ │ └── dbd │ │ │ ├── mnist__test_8cpp_ae66f6b31b5ad750f1fe042a706a4e3d4_cgraph.md5 │ │ │ ├── mnist__test_8cpp_ae66f6b31b5ad750f1fe042a706a4e3d4_cgraph.png │ │ │ └── mnist__test_8cpp_ae66f6b31b5ad750f1fe042a706a4e3d4_cgraph.map │ ├── class_dataset__coll__graph.map │ ├── classlayers_1_1_conv_layer__coll__graph.md5 │ ├── classlayers_1_1_conv_layer__inherit__graph.md5 │ ├── classlayers_1_1_f_c_layer__inherit__graph.md5 │ ├── classlayers_1_1_flatten__inherit__graph.md5 │ ├── classlayers_1_1_input_layer__coll__graph.md5 │ ├── classlayers_1_1_input_layer__inherit__graph.md5 │ ├── classlayers_1_1_pooling_layer__coll__graph.md5 │ ├── classlayers_1_1_softmax__inherit__graph.md5 │ ├── classnetwork_1_1seq_network__coll__graph.md5 │ ├── dir_56f60c3eea91268671faf82814ce7b6d_dep.md5 │ ├── dir_642e4ba8134f7c05196b3e0b90f5f2cf_dep.md5 │ ├── dir_a89a5d48593034e344e084ac70924565_dep.md5 │ ├── classlayers_1_1_pooling_layer__inherit__graph.md5 │ ├── d7 │ │ └── d97 │ │ │ ├── classnetwork_1_1seq_network__coll__graph.md5 │ │ │ ├── classnetwork_1_1seq_network__coll__graph.png │ │ │ └── classnetwork_1_1seq_network__coll__graph.map │ ├── classvmm_a32cb9a9fd663be8de3499f66508d6e5e_icgraph.md5 │ ├── classvmm_a3fd839f1dc735f000cc8fdb881885da9_icgraph.md5 │ ├── classvmm_aba1f1581cb955bf0eea1f54485f03dcf_icgraph.md5 │ ├── classvmm_ac7c7a87ea87705ae76ccdabd987dd30f_icgraph.md5 │ ├── classvmm_ad509f1f2d1f5597e0f87c13808ee33f5_cgraph.md5 │ ├── classvmm_af6491ff63a7aedde697c4a148b005877_icgraph.md5 │ ├── da │ │ ├── d75 │ │ │ ├── classlayers_1_1_pooling_layer__inherit__graph.md5 │ │ │ ├── classlayers_1_1_pooling_layer__inherit__graph.png │ │ │ └── classlayers_1_1_pooling_layer__inherit__graph.map │ │ └── d7f │ │ │ ├── class_dataset_a7e5afa8b7a8c46da2c54eb7c341a663e_icgraph.md5 │ │ │ ├── class_dataset_a7f2a2e278d67d28184f3082cddb7e713_icgraph.md5 │ │ │ ├── class_dataset_a7e5afa8b7a8c46da2c54eb7c341a663e_icgraph.png │ │ │ ├── class_dataset_a7f2a2e278d67d28184f3082cddb7e713_icgraph.png │ │ │ ├── class_dataset_a7e5afa8b7a8c46da2c54eb7c341a663e_icgraph.map │ │ │ └── class_dataset_a7f2a2e278d67d28184f3082cddb7e713_icgraph.map │ ├── doc.png │ ├── layers_8h_a2bb98fbee87212254c977e746e4596e1_icgraph.md5 │ ├── layers_8h_a7b854a420832e9f14150721344c72a3d_icgraph.md5 │ ├── layers_8h_a89f66b9c8c2fec36a8bafc064cca64d0_icgraph.md5 │ ├── layers_8h_a8e8e4496b1eab58d59081f2d823a481c_icgraph.md5 │ ├── layers_8h_a97afc435921c1d3559b853bfd2eb0f82_icgraph.md5 │ ├── layers_8h_ab3e90881a2476fd461eb2bcfcaa7cf63_cgraph.md5 │ ├── layers_8h_ac1954f064bd25ef443e4f3fb9db90d88_icgraph.md5 │ ├── layers_8h_ac752072214b57ad911f8b833effb67c1_icgraph.md5 │ ├── layers_8h_adaec873865a66dd1361e7fdb8cbaceb5_icgraph.md5 │ ├── mnist_8cpp_a51018b9055e79a02faefd2cdaa8a2fa7_icgraph.md5 │ ├── bc_s.png │ ├── bdwn.png │ ├── class_dataset_a7e5afa8b7a8c46da2c54eb7c341a663e_icgraph.md5 │ ├── class_dataset_a7f2a2e278d67d28184f3082cddb7e713_icgraph.md5 │ ├── class_m_n_i_s_t_a66398129b8cca27a069fbff3e928b33b_cgraph.md5 │ ├── class_m_n_i_s_t_a66398129b8cca27a069fbff3e928b33b_icgraph.md5 │ ├── class_m_n_i_s_t_a708d9dd1465961c063d8688995a00feb_cgraph.md5 │ ├── class_m_n_i_s_t_a708d9dd1465961c063d8688995a00feb_icgraph.md5 │ ├── class_m_n_i_s_t_af888d2af543cca0d04957bddf5293687_cgraph.md5 │ ├── closed.png │ ├── dataset_8h__incl.map │ ├── mnist__test_8cpp_ae66f6b31b5ad750f1fe042a706a4e3d4_cgraph.md5 │ ├── nav_f.png │ ├── nav_g.png │ ├── nav_h.png │ ├── open.png │ ├── tab_a.png │ ├── tab_b.png │ ├── tab_h.png │ ├── tab_s.png │ ├── vmm__test_8cpp_ac17233f3e2e444f71a33b9e2d1f85a3e_icgraph.md5 │ ├── vmm__test_8cpp_ae279cbd23be591b4a30d67607361385b_icgraph.md5 │ ├── vmm__test_8cpp_ae66f6b31b5ad750f1fe042a706a4e3d4_cgraph.md5 │ ├── class_data_loader_af1976cca10d179632ac998832e9011d5_icgraph.md5 │ ├── classlayers_1_1_layer__coll__graph.map │ ├── d5 │ │ └── d40 │ │ │ ├── vmm__test_8cpp_ac17233f3e2e444f71a33b9e2d1f85a3e_icgraph.md5 │ │ │ ├── vmm__test_8cpp_ae279cbd23be591b4a30d67607361385b_icgraph.md5 │ │ │ ├── vmm__test_8cpp_ae66f6b31b5ad750f1fe042a706a4e3d4_cgraph.md5 │ │ │ ├── vmm__test_8cpp_ac17233f3e2e444f71a33b9e2d1f85a3e_icgraph.png │ │ │ ├── vmm__test_8cpp_ae279cbd23be591b4a30d67607361385b_icgraph.png │ │ │ ├── vmm__test_8cpp_ae66f6b31b5ad750f1fe042a706a4e3d4_cgraph.png │ │ │ ├── vmm__test_8cpp_ae279cbd23be591b4a30d67607361385b_icgraph.map │ │ │ ├── vmm__test_8cpp_ac17233f3e2e444f71a33b9e2d1f85a3e_icgraph.map │ │ │ └── vmm__test_8cpp_ae66f6b31b5ad750f1fe042a706a4e3d4_cgraph.map │ ├── doxygen.png │ ├── splitbar.png │ ├── sync_off.png │ ├── sync_on.png │ ├── arrowdown.png │ ├── arrowright.png │ ├── folderopen.png │ ├── folderclosed.png │ ├── graph_legend.png │ ├── search │ │ ├── classes_9.js │ │ ├── close.png │ │ ├── pages_0.js │ │ ├── mag_sel.png │ │ ├── search_l.png │ │ ├── search_m.png │ │ ├── search_r.png │ │ ├── files_4.js │ │ ├── files_9.js │ │ ├── namespaces_0.js │ │ ├── namespaces_1.js │ │ ├── classes_4.js │ │ ├── files_0.js │ │ ├── files_3.js │ │ ├── classes_0.js │ │ ├── files_6.js │ │ ├── files_8.js │ │ ├── classes_3.js │ │ ├── defines_3.js │ │ ├── defines_4.js │ │ ├── functions_10.js │ │ ├── defines_6.js │ │ ├── defines_2.js │ │ ├── enums_0.js │ │ ├── enums_1.js │ │ ├── defines_5.js │ │ ├── defines_8.js │ │ ├── classes_7.js │ │ ├── enumvalues_2.js │ │ ├── classes_1.js │ │ ├── classes_5.js │ │ ├── enumvalues_1.js │ │ ├── all_9.js │ │ ├── enumvalues_0.js │ │ ├── all_4.js │ │ ├── files_1.js │ │ ├── files_7.js │ │ ├── functions_a.js │ │ ├── variables_7.js │ │ ├── all_14.js │ │ ├── functions_4.js │ │ ├── variables_e.js │ │ ├── classes_2.js │ │ ├── classes_6.js │ │ ├── files_2.js │ │ ├── variables_f.js │ │ ├── classes_8.js │ │ ├── files_a.js │ │ ├── files_5.js │ │ ├── defines_7.js │ │ ├── functions_7.js │ │ ├── enumvalues_3.js │ │ ├── variables_0.js │ │ ├── defines_1.js │ │ ├── variables_c.js │ │ ├── defines_0.js │ │ ├── variables_a.js │ │ ├── all_c.js │ │ ├── variables_2.js │ │ ├── nomatches.html │ │ ├── all_13.js │ │ ├── functions_8.js │ │ ├── all_15.js │ │ ├── variables_d.js │ │ ├── functions_11.js │ │ ├── variables_3.js │ │ ├── functions_2.js │ │ ├── searchdata.js │ │ ├── variables_4.js │ │ ├── functions_d.js │ │ ├── functions_f.js │ │ ├── all_7.js │ │ ├── variables_5.js │ │ ├── functions_3.js │ │ ├── functions_9.js │ │ ├── all_12.js │ │ ├── functions_c.js │ │ ├── functions_1.js │ │ ├── functions_e.js │ │ ├── variables_b.js │ │ ├── variables_9.js │ │ ├── all_0.html │ │ ├── all_1.html │ │ ├── all_10.html │ │ ├── all_11.html │ │ ├── all_12.html │ │ ├── all_13.html │ │ ├── all_14.html │ │ └── all_15.html │ ├── vmm_8h__incl.png │ ├── dataset_8h__incl.png │ ├── inherit_graph_0.png │ ├── inherit_graph_1.png │ ├── inherit_graph_2.png │ ├── inherit_graph_3.png │ ├── inherit_graph_4.png │ ├── inherit_graph_5.png │ ├── inherit_graph_6.png │ ├── inherit_graph_7.png │ ├── layers_8h__incl.png │ ├── mnist_8cpp__incl.png │ ├── mnist_8h__incl.png │ ├── trainer_8h__incl.png │ ├── vmm_8cpp__incl.png │ ├── fc__layer_8h__incl.png │ ├── vmm_8h__dep__incl.png │ ├── classvmm__coll__graph.png │ ├── conv__layer_8h__incl.png │ ├── data__loader_8h__incl.png │ ├── dataset_8h__dep__incl.png │ ├── input__layer_8h__incl.png │ ├── layers_8h__dep__incl.png │ ├── mnist_8h__dep__incl.png │ ├── relu__layer_8h__incl.png │ ├── vmm__test_8cpp__incl.png │ ├── flatten__layer_8h__incl.png │ ├── mnist__test_8cpp__incl.png │ ├── pooling__layer_8h__incl.png │ ├── softmax__layer_8h__incl.png │ ├── class_dataset__coll__graph.png │ ├── data__loader_8h__dep__incl.png │ ├── class_m_n_i_s_t__coll__graph.png │ ├── class_data_loader__coll__graph.png │ ├── class_dataset__inherit__graph.png │ ├── class_m_n_i_s_t__inherit__graph.png │ ├── structmemory_node__coll__graph.png │ ├── classlayers_1_1relu__coll__graph.png │ ├── classlayers_1_1_flatten__coll__graph.png │ ├── classlayers_1_1_layer__coll__graph.png │ ├── classlayers_1_1_softmax__coll__graph.png │ ├── classlayers_1_1relu__inherit__graph.png │ ├── classlayers_1_1_f_c_layer__coll__graph.png │ ├── classlayers_1_1_layer__inherit__graph.png │ ├── classlayers_1_1_conv_layer__coll__graph.png │ ├── classlayers_1_1_f_c_layer__inherit__graph.png │ ├── classlayers_1_1_flatten__inherit__graph.png │ ├── classlayers_1_1_input_layer__coll__graph.png │ ├── classlayers_1_1_softmax__inherit__graph.png │ ├── classnetwork_1_1seq_network__coll__graph.png │ ├── dir_56f60c3eea91268671faf82814ce7b6d_dep.png │ ├── dir_642e4ba8134f7c05196b3e0b90f5f2cf_dep.png │ ├── dir_a89a5d48593034e344e084ac70924565_dep.png │ ├── classlayers_1_1_conv_layer__inherit__graph.png │ ├── classlayers_1_1_input_layer__inherit__graph.png │ ├── classlayers_1_1_pooling_layer__coll__graph.png │ ├── classlayers_1_1_pooling_layer__inherit__graph.png │ ├── vmm_8cpp__incl.map │ ├── classvmm_a32cb9a9fd663be8de3499f66508d6e5e_icgraph.png │ ├── classvmm_a3fd839f1dc735f000cc8fdb881885da9_icgraph.png │ ├── classvmm_aba1f1581cb955bf0eea1f54485f03dcf_icgraph.png │ ├── classvmm_ac7c7a87ea87705ae76ccdabd987dd30f_icgraph.png │ ├── classvmm_ad509f1f2d1f5597e0f87c13808ee33f5_cgraph.png │ ├── classvmm_af6491ff63a7aedde697c4a148b005877_icgraph.png │ ├── layers_8h_a2bb98fbee87212254c977e746e4596e1_icgraph.png │ ├── layers_8h_a7b854a420832e9f14150721344c72a3d_icgraph.png │ ├── layers_8h_a89f66b9c8c2fec36a8bafc064cca64d0_icgraph.png │ ├── layers_8h_a8e8e4496b1eab58d59081f2d823a481c_icgraph.png │ ├── layers_8h_a97afc435921c1d3559b853bfd2eb0f82_icgraph.png │ ├── layers_8h_ab3e90881a2476fd461eb2bcfcaa7cf63_cgraph.png │ ├── layers_8h_ac1954f064bd25ef443e4f3fb9db90d88_icgraph.png │ ├── layers_8h_ac752072214b57ad911f8b833effb67c1_icgraph.png │ ├── layers_8h_adaec873865a66dd1361e7fdb8cbaceb5_icgraph.png │ ├── class_dataset__inherit__graph.map │ ├── mnist_8cpp_a51018b9055e79a02faefd2cdaa8a2fa7_icgraph.png │ ├── class_dataset_a7e5afa8b7a8c46da2c54eb7c341a663e_icgraph.png │ ├── class_dataset_a7f2a2e278d67d28184f3082cddb7e713_icgraph.png │ ├── class_m_n_i_s_t_a66398129b8cca27a069fbff3e928b33b_cgraph.png │ ├── class_m_n_i_s_t_a708d9dd1465961c063d8688995a00feb_cgraph.png │ ├── class_m_n_i_s_t_af888d2af543cca0d04957bddf5293687_cgraph.png │ ├── layers_8h__incl.map │ ├── vmm__test_8cpp__incl.map │ ├── vmm__test_8cpp_ac17233f3e2e444f71a33b9e2d1f85a3e_icgraph.png │ ├── vmm__test_8cpp_ae279cbd23be591b4a30d67607361385b_icgraph.png │ ├── vmm__test_8cpp_ae66f6b31b5ad750f1fe042a706a4e3d4_cgraph.png │ ├── class_m_n_i_s_t_a66398129b8cca27a069fbff3e928b33b_icgraph.png │ ├── class_m_n_i_s_t_a708d9dd1465961c063d8688995a00feb_icgraph.png │ ├── mnist__test_8cpp_ae66f6b31b5ad750f1fe042a706a4e3d4_cgraph.png │ ├── class_data_loader_af1976cca10d179632ac998832e9011d5_icgraph.png │ ├── class_m_n_i_s_t__coll__graph.map │ ├── class_m_n_i_s_t__inherit__graph.map │ ├── inherit_graph_7.map │ ├── data__loader_8h__incl.map │ ├── class_data_loader__coll__graph.map │ ├── inherit_graph_6.map │ ├── mnist_8h__incl.map │ ├── inherit_graph_0.map │ ├── inherit_graph_3.map │ ├── inherit_graph_5.map │ ├── classlayers_1_1relu__coll__graph.map │ ├── classlayers_1_1relu__inherit__graph.map │ ├── classlayers_1_1_f_c_layer__coll__graph.map │ ├── classlayers_1_1_flatten__coll__graph.map │ ├── classlayers_1_1_flatten__inherit__graph.map │ ├── classlayers_1_1_softmax__coll__graph.map │ ├── classlayers_1_1_softmax__inherit__graph.map │ ├── classlayers_1_1_f_c_layer__inherit__graph.map │ ├── layers_8h_a7b854a420832e9f14150721344c72a3d_icgraph.map │ ├── classlayers_1_1_conv_layer__coll__graph.map │ ├── classlayers_1_1_conv_layer__inherit__graph.map │ ├── classlayers_1_1_input_layer__coll__graph.map │ ├── classlayers_1_1_input_layer__inherit__graph.map │ ├── classlayers_1_1_pooling_layer__coll__graph.map │ ├── classlayers_1_1_pooling_layer__inherit__graph.map │ ├── inherit_graph_4.map │ ├── vmm__test_8cpp_ae279cbd23be591b4a30d67607361385b_icgraph.map │ ├── classvmm_a32cb9a9fd663be8de3499f66508d6e5e_icgraph.map │ ├── classvmm_aba1f1581cb955bf0eea1f54485f03dcf_icgraph.map │ ├── layers_8h_a97afc435921c1d3559b853bfd2eb0f82_icgraph.map │ ├── structmemory_node__coll__graph.map │ ├── layers_8h_a2bb98fbee87212254c977e746e4596e1_icgraph.map │ ├── layers_8h_a89f66b9c8c2fec36a8bafc064cca64d0_icgraph.map │ ├── layers_8h_ac752072214b57ad911f8b833effb67c1_icgraph.map │ ├── layers_8h_adaec873865a66dd1361e7fdb8cbaceb5_icgraph.map │ ├── classvmm_a3fd839f1dc735f000cc8fdb881885da9_icgraph.map │ ├── layers_8h_a8e8e4496b1eab58d59081f2d823a481c_icgraph.map │ ├── layers_8h_ac1954f064bd25ef443e4f3fb9db90d88_icgraph.map │ ├── class_dataset_a7e5afa8b7a8c46da2c54eb7c341a663e_icgraph.map │ ├── vmm__test_8cpp_ac17233f3e2e444f71a33b9e2d1f85a3e_icgraph.map │ ├── class_dataset_a7f2a2e278d67d28184f3082cddb7e713_icgraph.map │ ├── classvmm_ac7c7a87ea87705ae76ccdabd987dd30f_icgraph.map │ ├── class_m_n_i_s_t_a66398129b8cca27a069fbff3e928b33b_cgraph.map │ ├── class_m_n_i_s_t_a708d9dd1465961c063d8688995a00feb_cgraph.map │ ├── class_data_loader_af1976cca10d179632ac998832e9011d5_icgraph.map │ ├── class_m_n_i_s_t_a66398129b8cca27a069fbff3e928b33b_icgraph.map │ ├── class_m_n_i_s_t_a708d9dd1465961c063d8688995a00feb_icgraph.map │ ├── fc__layer_8h__incl.map │ ├── conv__layer_8h__incl.map │ ├── relu__layer_8h__incl.map │ ├── input__layer_8h__incl.map │ ├── flatten__layer_8h__incl.map │ ├── pooling__layer_8h__incl.map │ ├── softmax__layer_8h__incl.map │ ├── mnist_8cpp__incl.map │ ├── inherit_graph_1.map │ ├── classvmm__coll__graph.map │ ├── data__loader_8h__dep__incl.map │ ├── classvmm_af6491ff63a7aedde697c4a148b005877_icgraph.map │ ├── classnetwork_1_1seq_network__coll__graph.map │ ├── dir_56f60c3eea91268671faf82814ce7b6d_dep.map │ ├── mnist_8h__dep__incl.map │ ├── mnist__test_8cpp__incl.map │ ├── dir_a89a5d48593034e344e084ac70924565_dep.map │ ├── classvmm_ad509f1f2d1f5597e0f87c13808ee33f5_cgraph.map │ ├── class_m_n_i_s_t_af888d2af543cca0d04957bddf5293687_cgraph.map │ ├── mnist_8cpp_a51018b9055e79a02faefd2cdaa8a2fa7_icgraph.map │ ├── mnist__test_8cpp_ae66f6b31b5ad750f1fe042a706a4e3d4_cgraph.map │ ├── trainer_8h__incl.map │ ├── dataset_8h__dep__incl.map │ ├── vmm__test_8cpp_ae66f6b31b5ad750f1fe042a706a4e3d4_cgraph.map │ ├── classlayers_1_1_layer__inherit__graph.map │ ├── layers_8h__dep__incl.map │ └── dir_642e4ba8134f7c05196b3e0b90f5f2cf_dep.map └── .DS_Store ├── .DS_Store ├── kernels ├── update_kernel.cu └── softmax_kernel.cu ├── trainer └── utils.cu ├── layers └── flatten_layer.cu └── data_core └── data_loader.cu /.gitignore: -------------------------------------------------------------------------------- 1 | *.json 2 | mnist_dataset/data/ 3 | *.o 4 | 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10 | -------------------------------------------------------------------------------- /trainer/utils.cu: -------------------------------------------------------------------------------- 1 | #include "trainer.h" 2 | 3 | float categorical_cross_entropy_loss(float * softmax_dinput,int shape[], int * label_batch_integer) 4 | { 5 | float temp,loss=0; 6 | for(int i=0;i 2 | 3 | 4 | 5 | 6 | 7 | 8 | -------------------------------------------------------------------------------- /documentation/html/search/functions_9.js: -------------------------------------------------------------------------------- 1 | var searchData= 2 | [ 3 | ['main',['main',['../d8/dbd/mnist__test_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4',1,'main(): mnist_test.cpp'],['../d5/d40/vmm__test_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4',1,'main(): vmm_test.cpp']]], 4 | ['make_5fnn_5fobjs',['make_nn_objs',['../dd/dda/classnetwork_1_1seq_network.html#a7c87b5469fd5424d2b7f7aa509eb0084',1,'network::seqNetwork']]], 5 | ['matrixmultiplynaive',['matrixMultiplyNaive',['../dd/dcd/layers_8h.html#adaec873865a66dd1361e7fdb8cbaceb5',1,'layers.h']]], 6 | ['matrixmultiplyshared',['matrixMultiplyShared',['../dd/dcd/layers_8h.html#ac1954f064bd25ef443e4f3fb9db90d88',1,'layers.h']]], 7 | ['memorynode',['memoryNode',['../da/d82/structmemory_node.html#a434a22d922d5bb6c5bdefde55b902b39',1,'memoryNode']]], 8 | ['mnist',['MNIST',['../d2/d61/class_m_n_i_s_t.html#af888d2af543cca0d04957bddf5293687',1,'MNIST']]] 9 | ]; 10 | -------------------------------------------------------------------------------- /layers/flatten_layer.cu: -------------------------------------------------------------------------------- 1 | #include "flatten_layer.h" 2 | 3 | using namespace layers; 4 | 5 | Flatten::Flatten(int batch_size,int input_height,int input_width,int input_channels) 6 | { 7 | ibatch_size = batch_size; 8 | ichannels = input_channels; 9 | iheight = input_height; 10 | iwidth = input_width; 11 | obatch_size = batch_size; 12 | oheight = input_channels*input_height*input_width; 13 | 14 | } 15 | 16 | int Flatten::get_output_shape_and_bytes(int shape[]) 17 | { 18 | shape[0] = obatch_size; 19 | shape[1] = oheight; 20 | shape[2] = 1; 21 | shape[3] = 1; 22 | 23 | return obatch_size*oheight*sizeof(float); 24 | } 25 | 26 | int Flatten::get_input_shape_and_bytes(int shape[]) 27 | { 28 | shape[0] = ibatch_size; 29 | shape[1] = iheight; 30 | shape[2] = iwidth; 31 | shape[3] = ichannels; 32 | 33 | return obatch_size*oheight*sizeof(float); 34 | } 35 | 36 | int Flatten::get_total_memory() 37 | { 38 | return 0; 39 | } 40 | -------------------------------------------------------------------------------- /documentation/html/search/all_12.js: -------------------------------------------------------------------------------- 1 | var searchData= 2 | [ 3 | ['update',['update',['../dd/dcd/layers_8h.html#a7b854a420832e9f14150721344c72a3d',1,'layers.h']]], 4 | ['update_5fbatch',['update_batch',['../df/de2/classlayers_1_1_input_layer.html#a88a23a35ede8f8c6efc845ed88cd4490',1,'layers::InputLayer::update_batch()'],['../dd/dda/classnetwork_1_1seq_network.html#a565aaf2caa11783f8ac40951c4626084',1,'network::seqNetwork::update_batch()']]], 5 | ['update_5fweights',['update_weights',['../de/dc6/classlayers_1_1_conv_layer.html#afdb6e883fae619131c0104dbac885989',1,'layers::ConvLayer::update_weights()'],['../d0/d92/classlayers_1_1_f_c_layer.html#aef45f26b22e050d23998d74333141f61',1,'layers::FCLayer::update_weights()'],['../dd/dda/classnetwork_1_1seq_network.html#a683dc9838df4b693b7bc228968c2cc85',1,'network::seqNetwork::update_weights()']]], 6 | ['use_5fcublas',['USE_CUBLAS',['../d5/d49/fc__layer_8h.html#a2f0cee9f36fcfc1e3f7c70e611b3c433',1,'fc_layer.h']]] 7 | ]; 8 | -------------------------------------------------------------------------------- /documentation/html/search/functions_c.js: -------------------------------------------------------------------------------- 1 | var searchData= 2 | [ 3 | ['random_5fpopulate_5ffloat',['random_populate_float',['../d5/d40/vmm__test_8cpp.html#ac17233f3e2e444f71a33b9e2d1f85a3e',1,'vmm_test.cpp']]], 4 | ['randomise_5fbatch',['randomise_batch',['../dd/dda/classnetwork_1_1seq_network.html#ab4ce63a3b09ce54b3e0447c68579374e',1,'network::seqNetwork']]], 5 | ['randomise_5fparams',['randomise_params',['../dd/dda/classnetwork_1_1seq_network.html#aa7f33df64fe4bd1ee6a4e0e135c916b9',1,'network::seqNetwork']]], 6 | ['randomly_5fpopulate',['randomly_populate',['../df/de2/classlayers_1_1_input_layer.html#a08b9f20c4c922bc84367f2a26f69ed25',1,'layers::InputLayer']]], 7 | ['relu',['relu',['../d0/d51/classlayers_1_1relu.html#a24cd4ba1c2f5873684b40a54cdf333b3',1,'layers::relu']]], 8 | ['reset',['reset',['../dc/dd5/class_data_loader.html#a3cab855b8280afef4ff72d641cc33340',1,'DataLoader']]], 9 | ['reversebits',['reverseBits',['../df/df8/mnist_8cpp.html#a51018b9055e79a02faefd2cdaa8a2fa7',1,'mnist.cpp']]] 10 | ]; 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11 | -------------------------------------------------------------------------------- /documentation/html/d3/d81/classlayers_1_1_layer__inherit__graph.map: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | -------------------------------------------------------------------------------- /documentation/html/layers_8h__dep__incl.map: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | -------------------------------------------------------------------------------- /documentation/html/search/variables_b.js: -------------------------------------------------------------------------------- 1 | var searchData= 2 | [ 3 | ['obatch_5fsize',['obatch_size',['../db/d2d/classlayers_1_1_layer.html#a918cc34c6ee46f2a59f5fb1a78144d47',1,'layers::Layer']]], 4 | ['ochannels',['ochannels',['../db/d2d/classlayers_1_1_layer.html#aa2efe4c17dccde169457bb4f4c1c6c36',1,'layers::Layer']]], 5 | ['oheight',['oheight',['../db/d2d/classlayers_1_1_layer.html#acffdaf5a36df735f7f4cc1d432dabaaf',1,'layers::Layer']]], 6 | ['output_5fdescriptor',['output_descriptor',['../de/dc6/classlayers_1_1_conv_layer.html#a99cf877c9533c78012f656685ab874c9',1,'layers::ConvLayer::output_descriptor()'],['../d1/dd9/classlayers_1_1_pooling_layer.html#afd632c98e374e29b6cb7e81869fca8ff',1,'layers::PoolingLayer::output_descriptor()'],['../d0/d51/classlayers_1_1relu.html#aa29fdb8d1697e64569a0933558f03cfa',1,'layers::relu::output_descriptor()'],['../d6/da5/classlayers_1_1_softmax.html#a032b8ed7ce70624cfdc93cfae6050e2a',1,'layers::Softmax::output_descriptor()']]], 7 | ['owidth',['owidth',['../db/d2d/classlayers_1_1_layer.html#a72cbb8c4ac7c0238d43b93e24f4bfd1b',1,'layers::Layer']]] 8 | ]; 9 | -------------------------------------------------------------------------------- /documentation/html/dir_642e4ba8134f7c05196b3e0b90f5f2cf_dep.map: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | -------------------------------------------------------------------------------- /documentation/html/search/variables_9.js: -------------------------------------------------------------------------------- 1 | var searchData= 2 | [ 3 | ['max_5fallowed_5fbytes_5f',['max_allowed_bytes_',['../dd/dda/classnetwork_1_1seq_network.html#a73e9d7f135cd4f1a27b4ed52ffa56bf0',1,'network::seqNetwork']]], 4 | ['max_5findex_5f',['max_index_',['../dc/dd5/class_data_loader.html#a554a60996626ee12116fcc3251bab312',1,'DataLoader']]], 5 | ['max_5fseqnet_5fmemory_5f',['max_seqnet_memory_',['../dd/dda/classnetwork_1_1seq_network.html#acfcd17bf4969cb34706a26ddd212c2a8',1,'network::seqNetwork']]], 6 | ['max_5fsub_5fbatch_5fsize_5f',['max_sub_batch_size_',['../dd/dda/classnetwork_1_1seq_network.html#a659234506728acfc3e30858479628400',1,'network::seqNetwork']]], 7 | ['memory_5fstream_5f',['memory_stream_',['../dd/dda/classnetwork_1_1seq_network.html#a4b49501958dabb586506c8be7dd4291b',1,'network::seqNetwork']]], 8 | ['min_5fseqnet_5fbytes_5f',['min_seqnet_bytes_',['../dd/dda/classnetwork_1_1seq_network.html#a714fdbbccad219582ee8bc2b797b066b',1,'network::seqNetwork']]], 9 | ['misc',['misc',['../da/d82/structmemory_node.html#a8bb12a4ede366e25eae2bd5edb5aaf58',1,'memoryNode']]] 10 | ]; 11 | -------------------------------------------------------------------------------- /data_core/data_loader.cu: -------------------------------------------------------------------------------- 1 | #include "data_loader.h" 2 | 3 | DataLoader::DataLoader(Dataset* dataset, unsigned batch_size) { 4 | batch_size_ = batch_size; 5 | index_ = 0; 6 | max_index_ = dataset->getDatasetSize(); 7 | dataset_ = dataset; 8 | data_buffer_ = (float*) malloc(batch_size*sizeof(float)*dataset->getInputDim()); 9 | label_buffer_ = (float*) malloc(batch_size*sizeof(float)*dataset->getLabelDim()); // NO need to multiply with label dim for mnist 10 | } 11 | 12 | unsigned DataLoader::getBatchSize() { 13 | return batch_size_; 14 | } 15 | 16 | // TODO : VMM integration 17 | unsigned DataLoader::get_next_batch(float** data, float** labels) { 18 | *data = data_buffer_; 19 | *labels = label_buffer_; 20 | unsigned end = (index_+batch_size_ < max_index_) ? (index_+batch_size_) : (max_index_); 21 | dataset_->get_item_range(index_, end, *data, *labels); 22 | index_ += end-index_; 23 | return end-index_; 24 | } 25 | void DataLoader::reset() { 26 | index_=0; 27 | } 28 | DataLoader::~DataLoader() { 29 | free(data_buffer_); 30 | free(label_buffer_); 31 | } -------------------------------------------------------------------------------- /documentation/html/de/d89/layers_8h__dep__incl.map: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | -------------------------------------------------------------------------------- /documentation/html/search/all_0.html: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 |
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