shl_pnna.h 12 KB

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  1. /*
  2. * Copyright (C) 2016-2022 T-Head Semiconductor Co., Ltd. All rights reserved.
  3. *
  4. * SPDX-License-Identifier: Apache-2.0
  5. *
  6. * Licensed under the Apache License, Version 2.0 (the License); you may
  7. * not use this file except in compliance with the License.
  8. * You may obtain a copy of the License at
  9. *
  10. * www.apache.org/licenses/LICENSE-2.0
  11. *
  12. * Unless required by applicable law or agreed to in writing, software
  13. * distributed under the License is distributed on an AS IS BASIS, WITHOUT
  14. * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  15. * See the License for the specific language governing permissions and
  16. * limitations under the License.
  17. */
  18. /* CSI-NN2 version 2.0.x */
  19. #ifndef INCLUDE_SHL_PNNA_H_
  20. #define INCLUDE_SHL_PNNA_H_
  21. #include "csi_nn.h"
  22. #include "shl_utils.h"
  23. int shl_pnna_conv2d(struct csinn_tensor *input, struct csinn_tensor *output,
  24. struct csinn_tensor *kernel, struct csinn_tensor *bias,
  25. struct csinn_conv2d_params *params);
  26. int shl_pnna_depthwise_conv2d(struct csinn_tensor *input, struct csinn_tensor *output,
  27. struct csinn_tensor *kernel, struct csinn_tensor *bias,
  28. struct csinn_conv2d_params *params);
  29. int shl_pnna_group_conv2d(struct csinn_tensor *input, struct csinn_tensor *output,
  30. struct csinn_tensor *kernel, struct csinn_tensor *bias,
  31. struct csinn_conv2d_params *params);
  32. int shl_pnna_deconv2d(struct csinn_tensor *input, struct csinn_tensor *output,
  33. struct csinn_tensor *kernel, struct csinn_tensor *bias,
  34. struct csinn_conv2d_params *params);
  35. int shl_pnna_depthwise_deconv2d(struct csinn_tensor *input, struct csinn_tensor *output,
  36. struct csinn_tensor *kernel, struct csinn_tensor *bias,
  37. struct csinn_conv2d_params *params);
  38. int shl_pnna_fullyconnected(struct csinn_tensor *input, struct csinn_tensor *output,
  39. struct csinn_tensor *weights, struct csinn_tensor *bias,
  40. struct csinn_fc_params *params);
  41. int shl_pnna_maxpool2d(struct csinn_tensor *input, struct csinn_tensor *output,
  42. struct csinn_pool_params *params);
  43. int shl_pnna_avgpool2d(struct csinn_tensor *input, struct csinn_tensor *output,
  44. struct csinn_pool_params *params);
  45. int shl_pnna_global_avgpool2d(struct csinn_tensor *input, struct csinn_tensor *output,
  46. struct csinn_pool_params *params);
  47. int shl_pnna_global_maxpool2d(struct csinn_tensor *input, struct csinn_tensor *output,
  48. struct csinn_pool_params *params);
  49. int shl_pnna_negative(struct csinn_tensor *input, struct csinn_tensor *output,
  50. struct csinn_siso_params *params);
  51. int shl_pnna_tanh(struct csinn_tensor *input, struct csinn_tensor *output,
  52. struct csinn_siso_params *params);
  53. int shl_pnna_sigmoid(struct csinn_tensor *input, struct csinn_tensor *output,
  54. struct csinn_sigmoid_params *params);
  55. int shl_pnna_elu(struct csinn_tensor *input, struct csinn_tensor *output,
  56. struct csinn_relu_params *params);
  57. int shl_pnna_relu(struct csinn_tensor *input, struct csinn_tensor *output,
  58. struct csinn_relu_params *params);
  59. int shl_pnna_relu1(struct csinn_tensor *input, struct csinn_tensor *output,
  60. struct csinn_relu_params *params);
  61. int shl_pnna_relu6(struct csinn_tensor *input, struct csinn_tensor *output,
  62. struct csinn_relu_params *params);
  63. int shl_pnna_leaky_relu(struct csinn_tensor *input, struct csinn_tensor *output,
  64. struct csinn_relu_params *params);
  65. int shl_pnna_prelu(struct csinn_tensor *input, struct csinn_tensor *alpha,
  66. struct csinn_tensor *output, struct csinn_prelu_params *params);
  67. int shl_pnna_softmax(struct csinn_tensor *input, struct csinn_tensor *output,
  68. struct csinn_softmax_params *params);
  69. int shl_pnna_batch_normalization(struct csinn_tensor *input, struct csinn_tensor *mean,
  70. struct csinn_tensor *variance, struct csinn_tensor *gamma,
  71. struct csinn_tensor *beta, struct csinn_tensor *output,
  72. struct csinn_bn_params *params);
  73. int shl_pnna_l2_normalization(struct csinn_tensor *input, struct csinn_tensor *output,
  74. struct csinn_l2n_params *params);
  75. int shl_pnna_lrn(struct csinn_tensor *input, struct csinn_tensor *output,
  76. struct csinn_lrn_params *params);
  77. int shl_pnna_matmul(struct csinn_tensor *mat0, struct csinn_tensor *mat1,
  78. struct csinn_tensor *output, struct csinn_matmul_params *params);
  79. int shl_pnna_add(struct csinn_tensor *input0, struct csinn_tensor *input1,
  80. struct csinn_tensor *output, struct csinn_diso_params *params);
  81. int shl_pnna_sub(struct csinn_tensor *input0, struct csinn_tensor *input1,
  82. struct csinn_tensor *output, struct csinn_diso_params *params);
  83. int shl_pnna_mul(struct csinn_tensor *input0, struct csinn_tensor *input1,
  84. struct csinn_tensor *output, struct csinn_diso_params *params);
  85. int shl_pnna_div(struct csinn_tensor *input0, struct csinn_tensor *input1,
  86. struct csinn_tensor *output, struct csinn_diso_params *params);
  87. int shl_pnna_maximum(struct csinn_tensor *input0, struct csinn_tensor *input1,
  88. struct csinn_tensor *output, struct csinn_diso_params *params);
  89. int shl_pnna_minimum(struct csinn_tensor *input0, struct csinn_tensor *input1,
  90. struct csinn_tensor *output, struct csinn_diso_params *params);
  91. int shl_pnna_power(struct csinn_tensor *input0, struct csinn_tensor *input1,
  92. struct csinn_tensor *output, struct csinn_diso_params *params);
  93. int shl_pnna_greater(struct csinn_tensor *input0, struct csinn_tensor *input1,
  94. struct csinn_tensor *output, struct csinn_diso_params *params);
  95. int shl_pnna_less(struct csinn_tensor *input0, struct csinn_tensor *input1,
  96. struct csinn_tensor *output, struct csinn_diso_params *params);
  97. int shl_pnna_equal(struct csinn_tensor *input0, struct csinn_tensor *input1,
  98. struct csinn_tensor *output, struct csinn_diso_params *params);
  99. int shl_pnna_not_equal(struct csinn_tensor *input0, struct csinn_tensor *input1,
  100. struct csinn_tensor *output, struct csinn_diso_params *params);
  101. int shl_pnna_greater_equal(struct csinn_tensor *input0, struct csinn_tensor *input1,
  102. struct csinn_tensor *output, struct csinn_diso_params *params);
  103. int shl_pnna_less_equal(struct csinn_tensor *input0, struct csinn_tensor *input1,
  104. struct csinn_tensor *output, struct csinn_diso_params *params);
  105. int shl_pnna_select(struct csinn_tensor *condition, struct csinn_tensor *input0,
  106. struct csinn_tensor *input1, struct csinn_tensor *output,
  107. struct csinn_diso_params *params);
  108. int shl_pnna_and(struct csinn_tensor *input0, struct csinn_tensor *input1,
  109. struct csinn_tensor *output, struct csinn_diso_params *params);
  110. int shl_pnna_or(struct csinn_tensor *input0, struct csinn_tensor *input1,
  111. struct csinn_tensor *output, struct csinn_diso_params *params);
  112. int shl_pnna_pad(struct csinn_tensor *input, struct csinn_tensor *output,
  113. struct csinn_pad_params *params);
  114. int shl_pnna_resize(struct csinn_tensor *input, struct csinn_tensor *output,
  115. struct csinn_resize_params *params);
  116. int shl_pnna_concat(struct csinn_tensor **input, struct csinn_tensor *output,
  117. struct csinn_concat_params *params);
  118. int shl_pnna_transpose(struct csinn_tensor *input, struct csinn_tensor *output,
  119. struct csinn_transpose_params *params);
  120. int shl_pnna_reshape(struct csinn_tensor *input, struct csinn_tensor *output,
  121. struct csinn_reshape_params *params);
  122. int shl_pnna_shape(struct csinn_tensor *input, struct csinn_tensor *output,
  123. struct csinn_shape_params *params);
  124. int shl_pnna_flatten(struct csinn_tensor *input, struct csinn_tensor *output,
  125. struct csinn_flatten_params *params);
  126. int shl_pnna_crop(struct csinn_tensor *input, struct csinn_tensor *output,
  127. struct csinn_crop_params *params);
  128. int shl_pnna_slice(struct csinn_tensor *input, struct csinn_tensor *output,
  129. struct csinn_slice_params *params);
  130. int shl_pnna_split(struct csinn_tensor *input, struct csinn_tensor **output,
  131. struct csinn_split_params *params);
  132. int shl_pnna_squeeze(struct csinn_tensor *input, struct csinn_tensor *output,
  133. struct csinn_squeeze_params *params);
  134. int shl_pnna_space_to_batch_nd(struct csinn_tensor *input, struct csinn_tensor *output,
  135. struct csinn_space_to_batch_nd_params *params);
  136. int shl_pnna_batch_to_space_nd(struct csinn_tensor *input, struct csinn_tensor *output,
  137. struct csinn_batch_to_space_nd_params *params);
  138. int shl_pnna_space_to_depth(struct csinn_tensor *input, struct csinn_tensor *output,
  139. struct csinn_space_to_depth_params *params);
  140. int shl_pnna_depth_to_space(struct csinn_tensor *input, struct csinn_tensor *output,
  141. struct csinn_depth_to_space_params *params);
  142. int shl_pnna_sum(struct csinn_tensor *input, struct csinn_tensor *output,
  143. struct csinn_reduce_params *params);
  144. int shl_pnna_mean(struct csinn_tensor *input, struct csinn_tensor *output,
  145. struct csinn_reduce_params *params);
  146. int shl_pnna_max(struct csinn_tensor *input, struct csinn_tensor *output,
  147. struct csinn_reduce_params *params);
  148. int shl_pnna_min(struct csinn_tensor *input, struct csinn_tensor *output,
  149. struct csinn_reduce_params *params);
  150. int shl_pnna_prod(struct csinn_tensor *input, struct csinn_tensor *output,
  151. struct csinn_reduce_params *params);
  152. int shl_pnna_argmin(struct csinn_tensor *input, struct csinn_tensor *output,
  153. struct csinn_reduce_params *params);
  154. int shl_pnna_argmax(struct csinn_tensor *input, struct csinn_tensor *output,
  155. struct csinn_reduce_params *params);
  156. int shl_pnna_all(struct csinn_tensor *input, struct csinn_tensor *output,
  157. struct csinn_reduce_params *params);
  158. int shl_pnna_any(struct csinn_tensor *input, struct csinn_tensor *output,
  159. struct csinn_reduce_params *params);
  160. int shl_pnna_strided_slice(struct csinn_tensor *input, struct csinn_tensor *output,
  161. struct csinn_strided_slice_params *params);
  162. int shl_pnna_roipool(struct csinn_tensor *data, struct csinn_tensor *rois,
  163. struct csinn_tensor *output, struct csinn_roi_pool_params *params);
  164. int shl_pnna_proposal(struct csinn_tensor *cls_prob, struct csinn_tensor *bbox_pred,
  165. struct csinn_tensor *im_info, struct csinn_tensor *output,
  166. struct csinn_proposal_params *params);
  167. int shl_pnna_unpooling(struct csinn_tensor *input, struct csinn_tensor *mask,
  168. struct csinn_tensor *output, struct csinn_unpooling_params *params);
  169. int shl_pnna_maxpool2d_locat(struct csinn_tensor *input, struct csinn_tensor *output,
  170. struct csinn_pool_params *params);
  171. int shl_pnna_data_covert(struct csinn_tensor *input, struct csinn_tensor *output,
  172. struct csinn_siso_params *params);
  173. int shl_pnna_set_input_strides(struct csinn_session *sess, int input_byte_size, int input_fix_h,
  174. int input_fix_w);
  175. struct shl_pnna_tensor_fix {
  176. int height;
  177. int width;
  178. };
  179. struct shl_pnna_target_data {
  180. void *network;
  181. void *net_obj;
  182. void *context;
  183. void *binding;
  184. void *attrs;
  185. void *graph;
  186. void *nodes;
  187. void *in_buffers;
  188. void *out_buffers;
  189. void *light_hwconfig;
  190. void *light_mapconfig;
  191. void *to_free;
  192. int priority;
  193. struct shl_pnna_tensor_fix **input_fix;
  194. enum csinn_quant_enum quant_type;
  195. };
  196. #endif // INCLUDE_SHL_PNNA_H_