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()

group Public

A collection of functions to perform basic operations for neural network layers. Functions with a _s8 suffix support TensorFlow Lite framework.