NMSIS NN API

If you want to access doxygen generated NMSIS NN API, please click NMSIS NN API Doxygen Documentation.

• Convolutional Neural Network Example
• Gated Recurrent Unit Example
• Public
  • Structure Types
    • riscv_nn_activation_type
    • riscv_nmsis_nn_status
    • nmsis_nn_tile
    • nmsis_nn_context
    • nmsis_nn_bias_data
    • nmsis_nn_dims
    • nmsis_nn_lstm_dims
    • nmsis_nn_per_channel_quant_params
    • nmsis_nn_per_tensor_quant_params
    • nmsis_nn_quant_params
    • nmsis_nn_activation
    • nmsis_nn_conv_params
    • nmsis_nn_transpose_conv_params
    • nmsis_nn_dw_conv_params
    • nmsis_nn_pool_params
    • nmsis_nn_fc_params
    • nmsis_nn_bmm_params
    • nmsis_nn_transpose_params
    • nmsis_nn_svdf_params
    • nmsis_nn_softmax_lut_s16
    • nmsis_nn_scaling
    • nmsis_nn_lstm_gate
    • nmsis_nn_lstm_params
    • nmsis_nn_lstm_context
  • Activation Functions
    • riscv_nn_activation_s16()
    • riscv_nn_activations_direct_q15()
    • riscv_nn_activations_direct_q7()
    • riscv_relu6_s8()
    • riscv_relu_q15()
    • riscv_relu_q7()
  • Elementwise Functions
    • riscv_elementwise_add_s16()
    • riscv_elementwise_add_s8()
    • riscv_elementwise_mul_acc_s16()
    • riscv_elementwise_mul_s16()
    • riscv_elementwise_mul_s16_batch_offset()
    • riscv_elementwise_mul_s8()
  • MinimumMaximum
  • Concatenation Functions
    • riscv_concatenation_s8_w()
    • riscv_concatenation_s8_x()
    • riscv_concatenation_s8_y()
    • riscv_concatenation_s8_z()
  • Convolution Functions
    • GetBufferSizeNNConv
    • riscv_convolve_1_x_n_s4()
    • riscv_convolve_1_x_n_s8()
    • riscv_convolve_1x1_HWC_q7_fast_nonsquare()
    • riscv_convolve_1x1_s4()
    • riscv_convolve_1x1_s4_fast()
    • riscv_convolve_1x1_s8()
    • riscv_convolve_1x1_s8_fast()
    • riscv_convolve_even_s4()
    • riscv_convolve_HWC_q15_basic()
    • riscv_convolve_HWC_q15_fast()
    • riscv_convolve_HWC_q15_fast_nonsquare()
    • riscv_convolve_HWC_q7_basic()
    • riscv_convolve_HWC_q7_basic_nonsquare()
    • riscv_convolve_HWC_q7_fast()
    • riscv_convolve_HWC_q7_fast_nonsquare()
    • riscv_convolve_HWC_q7_RGB()
    • riscv_convolve_s16()
    • riscv_convolve_s4()
    • riscv_convolve_s8()
    • riscv_convolve_wrapper_s16()
    • riscv_convolve_wrapper_s4()
    • riscv_convolve_wrapper_s8()
    • riscv_depthwise_conv_3x3_s8()
    • riscv_depthwise_conv_fast_s16()
    • depthwise_conv_s16_generic_s16()
    • riscv_depthwise_conv_s16()
    • depthwise_conv_s4_generic()
    • riscv_depthwise_conv_s4()
    • riscv_depthwise_conv_s4_opt()
    • depthwise_conv_s8_mult_4()
    • depthwise_conv_s8_generic()
    • riscv_depthwise_conv_s8()
    • riscv_depthwise_conv_s8_opt()
    • riscv_depthwise_conv_wrapper_s16()
    • riscv_depthwise_conv_wrapper_s4()
    • riscv_depthwise_conv_wrapper_s8()
    • riscv_depthwise_separable_conv_HWC_q7()
    • riscv_depthwise_separable_conv_HWC_q7_nonsquare()
    • riscv_transpose_conv_s8()
    • riscv_transpose_conv_wrapper_s8()
  • Fully-connected Layer Functions
    • GetBufferSizeFC
    • riscv_batch_matmul_s16()
    • riscv_batch_matmul_s8()
    • riscv_fully_connected_mat_q7_vec_q15()
    • riscv_fully_connected_mat_q7_vec_q15_opt()
    • riscv_fully_connected_per_channel_s8()
    • riscv_fully_connected_q15()
    • riscv_fully_connected_q15_opt()
    • riscv_fully_connected_q7()
    • riscv_fully_connected_q7_opt()
    • riscv_fully_connected_s16()
    • riscv_fully_connected_s4()
    • riscv_fully_connected_s8()
    • riscv_fully_connected_wrapper_s8()
    • riscv_vector_sum_s8()
    • riscv_vector_sum_s8_s64()
  • LSTM Layer Functions
    • riscv_lstm_unidirectional_s16()
    • riscv_lstm_unidirectional_s8()
  • Pad Layer Functions:
    • riscv_pad_s8()
  • Pooling Functions
    • GetBufferSizePooling
    • riscv_avgpool_s16()
    • riscv_avgpool_s8()
    • riscv_max_pool_s16()
    • riscv_max_pool_s8()
    • riscv_maxpool_q7_HWC()
    • riscv_avepool_q7_HWC()
  • Reshape Functions
    • riscv_reshape_s8()
  • Softmax Functions
    • riscv_softmax_q15()
    • riscv_softmax_q7()
    • riscv_softmax_s16()
    • riscv_softmax_s8()
    • riscv_softmax_s8_s16()
    • riscv_softmax_u8()
    • riscv_softmax_with_batch_q7()
  • SVDF Functions
    • GetBufferSizeSVDF
    • riscv_svdf_s8()
    • riscv_svdf_state_s16_s8()
  • Transpose Functions
    • riscv_transpose_s8_nhcw()
    • riscv_transpose_s8_default()
    • riscv_transpose_s8()
• Private
  • Structure Types
    • __NN_PKHBT
    • __NN_PKHTB
    • __NN_PACKq7
    • riscv_nnword
    • riscv_nn_double
    • riscv_nn_long_long
  • Convolution
    • riscv_nn_mat_mult_kernel_s16()
    • riscv_nn_depthwise_conv_nt_t_padded_s8()
    • riscv_nn_depthwise_conv_nt_t_s16()
    • riscv_nn_depthwise_conv_nt_t_s4()
    • riscv_nn_depthwise_conv_nt_t_s8()
    • riscv_nn_mat_mul_core_1x_s4()
    • riscv_nn_mat_mul_core_1x_s8()
    • riscv_nn_mat_mul_core_4x_s8()
    • riscv_nn_mat_mult_nt_interleaved_t_even_s4()
    • riscv_nn_mat_mult_nt_t_s16()
    • riscv_nn_mat_mult_nt_t_s4()
    • riscv_nn_mat_mult_nt_t_s8()
    • riscv_nn_mat_mult_nt_t_s8_s32()
    • riscv_nn_transpose_conv_row_s8_s32()
  • LSTM
    • riscv_nn_lstm_calculate_gate_s16()
    • riscv_nn_lstm_calculate_gate_s8_s16()
    • riscv_nn_lstm_step_s16()
    • riscv_nn_lstm_step_s8()
    • riscv_nn_vec_mat_mul_result_acc_s8_s16()
  • Fully Connected
    • riscv_nn_vec_mat_mul_result_acc_s16()
    • riscv_nn_vec_mat_mult_t_per_ch_s8()
    • riscv_nn_vec_mat_mult_t_s16()
    • riscv_nn_vec_mat_mult_t_s16_s16()
    • riscv_nn_vec_mat_mult_t_s4()
    • riscv_nn_vec_mat_mult_t_s8()
    • riscv_nn_vec_mat_mult_t_svdf_s8()
  • Softmax
    • riscv_nn_softmax_common_s8()
  • BasicMath
    • riscv_elementwise_mul_s16_s8()
  • Basic Math Functions for Neural Network Computation
    • riscv_nn_accumulate_q7_to_q15()
    • riscv_nn_add_q7()
    • riscv_nn_mult_q15()
    • riscv_nn_mult_q7()
  • Copy
    • riscv_nn_copy_q15()
    • riscv_nn_copy_q7()
  • Fill
    • riscv_nn_fill_q15()
    • riscv_nn_fill_q7()
  • Nndata_convert
  • Data Conversion
    • riscv_q7_to_q15_with_offset()