├── .gitignore ├── LICENSE.txt ├── README.md ├── dsp ├── 66AK2H12.ccxml ├── C6678_unified.cmd ├── bmark │ ├── inc │ │ ├── dsp_bmarks.h │ │ ├── fast_gemm.h │ │ ├── gemm_conv.h │ │ └── lenet_conv_gemm_params.h │ └── src │ │ ├── dsp_bmarks.c │ │ ├── fast_gemm.c │ │ ├── gemm_conv.c │ │ └── lenet_conv_gemm_params.c ├── caltech101 │ ├── deep_learning.c │ ├── deep_learning.h │ ├── deep_learning_conv_add.c │ ├── main.c │ └── user_config.h ├── cifar10 │ ├── classifier.c │ ├── deep_learning.c │ ├── deep_learning.h │ ├── main.c │ └── user_config.h ├── common │ ├── inc │ │ ├── img_dd_140x140.h │ │ ├── img_dd_256x256.h │ │ ├── img_dd_28x28.h │ │ ├── img_dd_300x200.h │ │ ├── img_dd_32x32.h │ │ ├── img_dd_640x480.h │ │ ├── kernel_3x3.h │ │ ├── kernel_5x5.h │ │ ├── kernel_7x7.h │ │ ├── kernel_9x9.h │ │ ├── ti │ │ │ ├── DSPF_sp_dotprod.h │ │ │ ├── DSPF_sp_maxloc.h │ │ │ ├── DSPF_sp_maxval.h │ │ │ ├── DSPF_sp_vec.h │ │ │ ├── DSP_add16.h │ │ │ ├── DSP_add32.h │ │ │ ├── DSP_maxval.h │ │ │ ├── IMG_conv_11x11_i16s_c16s.h │ │ │ ├── IMG_conv_5x5_i16s_c16s.h │ │ │ └── IMG_conv_7x7_i16s_c16s.h │ │ └── weights.h │ └── src │ │ └── ti │ │ ├── DSPF_sp_dotprod.c │ │ ├── DSPF_sp_maxval.c │ │ ├── DSPF_sp_vec.c │ │ ├── DSP_add16.c │ │ ├── DSP_add32.c │ │ ├── DSP_maxval.c │ │ ├── IMG_conv_11x11_i16s_c16s.c │ │ ├── IMG_conv_5x5_i16s_c16s.c │ │ ├── IMG_conv_7x7_i16s_c16s.c │ │ └── IMG_math.c ├── edma-module │ ├── inc │ │ └── edma_module.h │ ├── linker_script.cmd │ └── src │ │ ├── edma_module.c │ │ └── test_edma_module.c ├── fast-gemm │ ├── config.h │ ├── data_layers.c │ ├── data_sync.c │ ├── data_sync.h │ ├── edma_config.h │ ├── edma_module.c │ ├── edma_module.h │ ├── ext_dsplib.c │ ├── ext_dsplib.h │ ├── fast_gemm.c │ ├── fast_gemm.h │ ├── gemm_conv.c │ ├── gemm_conv.h │ ├── linker_script.cmd │ ├── main.c │ ├── mem_manager.c │ ├── mem_manager.h │ ├── misc_utils.c │ └── misc_utils.h ├── inc │ ├── activation_layer.h │ ├── app_init.h │ ├── app_profile.h │ ├── batch_norm_layer.h │ ├── caffe_frontend.h │ ├── caffe_proto_params.h │ ├── cnn_app.h │ ├── cnn_layers.h │ ├── conv_layer.h │ ├── data_layers.h │ ├── data_sync.h │ ├── debug_control.h │ ├── edma_config.h │ ├── edma_module.h │ ├── ext_dsplib.h │ ├── inner_prod_layer.h │ ├── mem_manager.h │ ├── misc_utils.h │ ├── mnist_test_images.h │ ├── network_model.h │ ├── pool_layer.h │ ├── smax_layer.h │ ├── struct_defs.h │ ├── unit_test.h │ └── user_config.h ├── main.c ├── mnist │ ├── classifier.c │ ├── deep_learning.c │ ├── deep_learning.h │ ├── deep_learning_conv_add.c │ ├── main.c │ └── user_config.h ├── src │ ├── activation_layer.c │ ├── app_init.c │ ├── app_profile.c │ ├── batch_norm_layer.c │ ├── caffe_frontend.c │ ├── caffe_proto_params.c │ ├── cnn_app.c │ ├── conv_11x11.c │ ├── conv_3x3.c │ ├── conv_5x5.c │ ├── conv_7x7.c │ ├── conv_9x9.c │ ├── conv_layer.c │ ├── corr_11x11.c │ ├── corr_3x3.c │ ├── corr_5x5.c │ ├── data_layers.c │ ├── data_sync.c │ ├── edma_module.c │ ├── ext_dsplib.c │ ├── inner_prod_layer.c │ ├── mem_manager.c │ ├── misc_utils.c │ ├── mnist_test_images.c │ ├── network_model.c │ ├── pool_layer.c │ └── smax_layer.c ├── stl10 │ ├── classifier.c │ ├── deep_learning.c │ ├── deep_learning.h │ ├── deep_learning_conv_add.c │ ├── main.c │ └── user_config.h ├── test │ ├── edma-test │ │ ├── edma_test.h │ │ ├── edma_test_main.c │ │ └── ld_script.cmd │ ├── idma-test │ │ ├── ld_script.cmd │ │ └── main.c │ ├── test_batch_norm_layer.c │ ├── test_conv_layer.c │ ├── test_ip_layer.c │ └── test_pool_layer.c ├── test_main.c ├── ti-src │ └── README.md └── xtcievmk2x.gel ├── gpu ├── README.md ├── conv.prototxt ├── fc_layer.prototxt ├── pool.prototxt ├── relu.prototxt ├── run-cases-benchmarks.sh └── run-leaf-layers.sh ├── mxp ├── Makefile ├── Makefile.hw ├── Makefile.test ├── hw │ ├── bsp │ │ ├── .cproject │ │ ├── .project │ │ ├── .sdkproject │ │ ├── bsp_vars.mk │ │ ├── ps7_cortexa9_0 │ │ │ ├── include │ │ │ │ ├── Logical_op.hpp │ │ │ │ ├── Vector.hpp │ │ │ │ ├── _profile_timer_hw.h │ │ │ │ ├── assign.hpp │ │ │ │ ├── bspconfig.h │ │ │ │ ├── convert_vinstr.hpp │ │ │ │ ├── expression_width.hpp │ │ │ │ ├── fwd_declaration.hpp │ │ │ │ ├── masked_vector.hpp │ │ │ │ ├── mblaze_nt_types.h │ │ │ │ ├── operators.hpp │ │ │ │ ├── prefetch.hpp │ │ │ │ ├── profile.h │ │ │ │ ├── range.hpp │ │ │ │ ├── resolve.hpp │ │ │ │ ├── sleep.h │ │ │ │ ├── smc.h │ │ │ │ ├── type_manipulation.hpp │ │ │ │ ├── vbx.h │ │ │ │ ├── vbx_all.h │ │ │ │ ├── vbx_api.h │ │ │ │ ├── vbx_asm_arm.h │ │ │ │ ├── vbx_asm_enc32.h │ │ │ │ ├── vbx_asm_mb.h │ │ │ │ ├── vbx_asm_or_sim.h │ │ │ │ ├── vbx_common.h │ │ │ │ ├── vbx_copyright.h │ │ │ │ ├── vbx_cproto.h │ │ │ │ ├── vbx_extern.h │ │ │ │ ├── vbx_func.hpp │ │ │ │ ├── vbx_lib.h │ │ │ │ ├── vbx_lib_asm.h │ │ │ │ ├── vbx_lib_common.h │ │ │ │ ├── vbx_lib_sim.h │ │ │ │ ├── vbx_macros.h │ │ │ │ ├── vbx_or_mask.hpp │ │ │ │ ├── vbx_port.h │ │ │ │ ├── vbx_types.h │ │ │ │ ├── vbxsim_port.h │ │ │ │ ├── vbxx.hpp │ │ │ │ ├── vector_mask_obj.hpp │ │ │ │ ├── vectorblox_mxp.h │ │ │ │ ├── vectorblox_mxp_xil.h │ │ │ │ ├── vectors.h │ │ │ │ ├── vendor.h │ │ │ │ ├── vinstr.hpp │ │ │ │ ├── xadcps.h │ │ │ │ ├── xadcps_hw.h │ │ │ │ ├── xbasic_types.h │ │ │ │ ├── xcpu_cortexa9.h │ │ │ │ ├── xdebug.h │ │ │ │ ├── xdevcfg.h │ │ │ │ ├── xdevcfg_hw.h │ │ │ │ ├── xdmaps.h │ │ │ │ ├── xdmaps_hw.h │ │ │ │ ├── xemacps.h │ │ │ │ ├── xemacps_bd.h │ │ │ │ ├── xemacps_bdring.h │ │ │ │ ├── xemacps_hw.h │ │ │ │ ├── xenv.h │ │ │ │ ├── xenv_none.h │ │ │ │ ├── xenv_standalone.h │ │ │ │ ├── xenv_vxworks.h │ │ │ │ ├── xgpiops.h │ │ │ │ ├── xgpiops_hw.h │ │ │ │ ├── xiicps.h │ │ │ │ ├── xiicps_hw.h │ │ │ │ ├── xil_assert.h │ │ │ │ ├── xil_cache.h │ │ │ │ ├── xil_cache_l.h │ │ │ │ ├── xil_cache_vxworks.h │ │ │ │ ├── xil_errata.h │ │ │ │ ├── xil_exception.h │ │ │ │ ├── xil_hal.h │ │ │ │ ├── xil_io.h │ │ │ │ ├── xil_macroback.h │ │ │ │ ├── xil_misc_psreset_api.h │ │ │ │ ├── xil_mmu.h │ │ │ │ ├── xil_printf.h │ │ │ │ ├── xil_testcache.h │ │ │ │ ├── xil_testio.h │ │ │ │ ├── xil_testmem.h │ │ │ │ ├── xil_types.h │ │ │ │ ├── xl2cc.h │ │ │ │ ├── xl2cc_counter.h │ │ │ │ ├── xparameters.h │ │ │ │ ├── xparameters_ps.h │ │ │ │ ├── xpm_counter.h │ │ │ │ ├── xpseudo_asm.h │ │ │ │ ├── xpseudo_asm_gcc.h │ │ │ │ ├── xqspips.h │ │ │ │ ├── xqspips_hw.h │ │ │ │ ├── xreg_cortexa9.h │ │ │ │ ├── xscugic.h │ │ │ │ ├── xscugic_hw.h │ │ │ │ ├── xscutimer.h │ │ │ │ ├── xscutimer_hw.h │ │ │ │ ├── xscuwdt.h │ │ │ │ ├── xscuwdt_hw.h │ │ │ │ ├── xsdps.h │ │ │ │ ├── xsdps_hw.h │ │ │ │ ├── xstatus.h │ │ │ │ ├── xtime_l.h │ │ │ │ ├── xttcps.h │ │ │ │ ├── xttcps_hw.h │ │ │ │ ├── xuartps.h │ │ │ │ ├── xuartps_hw.h │ │ │ │ ├── xusbps.h │ │ │ │ ├── xusbps_endpoint.h │ │ │ │ ├── xusbps_hw.h │ │ │ │ ├── xutil.h │ │ │ │ └── xversion.h │ │ │ └── lib │ │ │ │ └── libxil.a │ │ ├── ps7_init.tcl │ │ └── system.mss │ ├── etc │ │ └── lscript.ld │ ├── system.hdf │ ├── system_wrapper.bit │ ├── system_wrapper.hdf │ ├── system_wrapper_hw_platform_0 │ │ ├── .project │ │ ├── ps7_init.h │ │ ├── ps7_init.html │ │ ├── sysdef.xml │ │ └── system.hwh │ └── xmd_init.tcl ├── inc │ ├── activation_layer.h │ ├── app_init.h │ ├── app_profile.h │ ├── caffe_frontend.h │ ├── caffe_proto_params.h │ ├── cnn_app.h │ ├── cnn_layers.h │ ├── conv_layer.h │ ├── debug_control.h │ ├── inner_prod_layer.h │ ├── misc_utils.h │ ├── network_model.h │ ├── pool_layer.h │ ├── smax_layer.h │ ├── struct_defs.h │ └── unit_test.h ├── main.c ├── scripts │ ├── xil_app.mk │ ├── xil_app_vars.mk │ ├── xil_lib.mk │ ├── xil_vars.mk │ ├── xmd_arm.tcl │ └── xmd_mb.tcl ├── sim │ ├── README.txt │ ├── lib │ │ ├── vbxapi │ │ │ ├── Logical_op.hpp │ │ │ ├── Vector.hpp │ │ │ ├── assign.hpp │ │ │ ├── convert_vinstr.hpp │ │ │ ├── expression_width.hpp │ │ │ ├── fwd_declaration.hpp │ │ │ ├── libvbxapi.a │ │ │ ├── masked_vector.hpp │ │ │ ├── operators.hpp │ │ │ ├── prefetch.hpp │ │ │ ├── range.hpp │ │ │ ├── resolve.hpp │ │ │ ├── type_manipulation.hpp │ │ │ ├── vbx.h │ │ │ ├── vbx_all.h │ │ │ ├── vbx_api.h │ │ │ ├── vbx_asm_arm.h │ │ │ ├── vbx_asm_enc32.h │ │ │ ├── vbx_asm_mb.h │ │ │ ├── vbx_asm_nios.h │ │ │ ├── vbx_asm_or_sim.h │ │ │ ├── vbx_common.h │ │ │ ├── vbx_copyright.h │ │ │ ├── vbx_counters.h │ │ │ ├── vbx_cproto.h │ │ │ ├── vbx_extern.h │ │ │ ├── vbx_func.hpp │ │ │ ├── vbx_lib.h │ │ │ ├── vbx_lib_asm.h │ │ │ ├── vbx_lib_common.h │ │ │ ├── vbx_lib_sim.h │ │ │ ├── vbx_macros.h │ │ │ ├── vbx_or_mask.hpp │ │ │ ├── vbx_port.h │ │ │ ├── vbx_sim.h │ │ │ ├── vbx_simproto.h │ │ │ ├── vbx_types.h │ │ │ ├── vbxsim_port.h │ │ │ ├── vbxx.hpp │ │ │ ├── vector_mask_obj.hpp │ │ │ ├── vectorblox_mxp.h │ │ │ ├── vectorblox_mxp_lin.h │ │ │ ├── vectorblox_mxp_nios.h │ │ │ ├── vectorblox_mxp_xil.h │ │ │ └── vinstr.hpp │ │ └── vbxsim │ │ │ ├── libvbxsim.a │ │ │ ├── libvbxsim_linux.a │ │ │ └── libvbxsim_windows.a │ ├── sim_image.c │ ├── sim_image.h │ ├── sim_srcs.mk │ └── vbx_sim.mk ├── sources.mk ├── src │ ├── activation_layer.c │ ├── app_init.c │ ├── app_profile.c │ ├── caffe_frontend.c │ ├── caffe_proto_params.c │ ├── cnn_app.c │ ├── conv_layer.c │ ├── inner_prod_layer.c │ ├── misc_utils.c │ ├── network_model.c │ ├── pool_layer.c │ └── smax_layer.c ├── test │ ├── test_conv_layer.c │ ├── test_ip_layer.c │ └── test_pool_layer.c ├── test_main.c ├── vbxinc │ ├── libfixmath │ │ ├── README.txt │ │ ├── fix16.h │ │ ├── fix16.hpp │ │ ├── fix16_trig_sin_lut.h │ │ ├── fixmath.h │ │ ├── fract32.h │ │ ├── int64.h │ │ └── uint32.h │ ├── scalar │ │ ├── pixel.h │ │ ├── scalar.h │ │ ├── scalar_mtx_fir.h │ │ ├── scalar_mtx_median.h │ │ ├── scalar_mtx_median_argb32.h │ │ ├── scalar_mtx_mm.h │ │ ├── scalar_mtx_motest.h │ │ ├── scalar_mtx_sobel.h │ │ ├── scalar_mtx_xp.h │ │ ├── scalar_vec_add.h │ │ ├── scalar_vec_copy.h │ │ ├── scalar_vec_divide.h │ │ ├── scalar_vec_fir.h │ │ ├── scalar_vec_power.h │ │ ├── scalar_vec_rev.h │ │ └── vbw_mtx_motest.h │ ├── vbxtest │ │ └── vbx_test.h │ ├── vbxware++ │ │ ├── vbw_argb_luma.hpp │ │ ├── vbw_mtx_fir.hpp │ │ ├── vbw_mtx_median.hpp │ │ ├── vbw_mtx_motest.hpp │ │ ├── vbw_mtx_sobel.hpp │ │ ├── vbw_mtx_xp.hpp │ │ ├── vbw_vec_fir.hpp │ │ └── vbw_vec_power.hpp │ └── vbxware │ │ ├── vbw_buffer.h │ │ ├── vbw_exit_codes.h │ │ ├── vbw_fix16.h │ │ ├── vbw_mtx_fir.h │ │ ├── vbw_mtx_median.h │ │ ├── vbw_mtx_median_argb32.h │ │ ├── vbw_mtx_mm.h │ │ ├── vbw_mtx_mm.hpp │ │ ├── vbw_mtx_motest.h │ │ ├── vbw_mtx_sobel.h │ │ ├── vbw_mtx_xp.h │ │ ├── vbw_mtx_xp_template.hpp │ │ ├── vbw_template.hpp │ │ ├── vbw_template_t.h │ │ ├── vbw_vec_add.h │ │ ├── vbw_vec_copy.h │ │ ├── vbw_vec_div.h │ │ ├── vbw_vec_fir.h │ │ ├── vbw_vec_fir_template.hpp │ │ ├── vbw_vec_power.h │ │ ├── vbw_vec_rev.h │ │ └── vbw_ware.h └── vbxlibs │ ├── libfixmath.a │ ├── libscalar.a │ ├── libvbxtest.a │ └── libvbxware.a ├── nets ├── alexnet_modified_example.prototxt ├── caltech101_custom_example.prototxt ├── cifar10_custom_example.prototxt ├── mnist_lenet5_example.prototxt └── stl10_custom_example.prototxt ├── noc ├── Makefile ├── README.md ├── e_main.c ├── include │ ├── activation_layer.h │ ├── app_init.h │ ├── caffe_frontend.h │ ├── caffe_proto_params.h │ ├── cnn_app.h │ ├── cnn_layers.h │ ├── common.h │ ├── conv_layer.h │ ├── debug_control.h │ ├── epiphany_support.h │ ├── inner_prod_layer.h │ ├── merged_layers.h │ ├── misc_utils.h │ ├── network_model.h │ ├── pool_layer.h │ ├── smax_layer.h │ ├── struct_defs.h │ └── types.h ├── main.c ├── nets │ ├── alexnet.address.h │ ├── alexnet.parameters.h │ ├── caltech101.address.h │ ├── caltech101.parameters.h │ ├── cifar10 │ │ ├── address.h │ │ ├── build.sh │ │ ├── host.c │ │ ├── parameters.h │ │ ├── pe.c │ │ ├── run.sh │ │ └── types.h │ ├── mnist │ │ ├── address.h │ │ ├── build.sh │ │ ├── host.c │ │ ├── impls │ │ │ ├── all │ │ │ │ ├── common.h │ │ │ │ ├── host.c │ │ │ │ └── pe.c │ │ │ ├── filter2D │ │ │ │ ├── common.h │ │ │ │ ├── host.c │ │ │ │ └── pe.c │ │ │ ├── filter2D_unroll10 │ │ │ │ ├── common.h │ │ │ │ ├── host.c │ │ │ │ └── pe.c │ │ │ ├── filter2D_unroll10_buffers10 │ │ │ │ ├── common.h │ │ │ │ ├── host.c │ │ │ │ └── pe.c │ │ │ ├── filter2D_unroll5 │ │ │ │ ├── common.h │ │ │ │ ├── host.c │ │ │ │ └── pe.c │ │ │ ├── filter2D_unroll5_buffers5 │ │ │ │ ├── common.h │ │ │ │ ├── host.c │ │ │ │ └── pe.c │ │ │ └── no_opt │ │ │ │ ├── common.h │ │ │ │ ├── host.c │ │ │ │ └── pe.c │ │ ├── parameters.h │ │ ├── pe.c │ │ ├── run.sh │ │ └── types.h │ ├── stl10.address.h │ └── stl10.paramters.h ├── src │ ├── activation_layer.c │ ├── app_init.c │ ├── caffe_frontend.c │ ├── caffe_proto_params.c │ ├── cnn_app.c │ ├── conv_layer.c │ ├── epiphany_support.c │ ├── inner_prod_layer.c │ ├── misc_utils.c │ ├── network_model.c │ ├── pool_layer.c │ └── smax_layer.c └── tools │ ├── address_generator.c │ ├── caffe-proto │ ├── LICENSE │ ├── README.md │ ├── caffe.proto │ ├── parse-lmdb │ │ ├── README.md │ │ ├── lmdb_parser.py │ │ └── lmdb_utils.py │ └── parse-proto │ │ ├── README.md │ │ ├── caffe_pb2.py │ │ ├── create_header.py │ │ ├── layer_defs.py │ │ └── parse_proto.py │ └── estimate_codesize.sh └── tools ├── caffe-proto ├── LICENSE ├── README.md ├── caffe.proto ├── 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