config_yolov8npose_output.prototxt 5.0 KB

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  1. cpu_backend_settings {
  2. onnx_setting {
  3. mode: DISABLED
  4. }
  5. axe_setting {
  6. mode: ENABLED
  7. axe_param {
  8. optimize_slim_model: true
  9. }
  10. }
  11. }
  12. tasks {
  13. name: "task_0"
  14. neuwizard_conf {
  15. global_conf {
  16. target_hardware: TARGET_HARDWARE_AX620
  17. }
  18. task_conf {
  19. input_path: "/root/axera/axera-quan-hjj/model/yolov8n-pose.onnx"
  20. output_path: "/root/axera/axera-quan-hjj/joint/model.lava_joint"
  21. output_type: OUTPUT_TYPE_JOINT_LAVA_AXE
  22. }
  23. operator_conf {
  24. input_conf_items {
  25. selector {
  26. op_name: "images"
  27. }
  28. attributes {
  29. input_modifications {
  30. dimension_permutation_preprocess {
  31. dimensions: 0
  32. dimensions: 3
  33. dimensions: 1
  34. dimensions: 2
  35. }
  36. }
  37. }
  38. }
  39. input_conf_items {
  40. selector {
  41. }
  42. attributes {
  43. input_modifications {
  44. csc {
  45. src_cs {
  46. type: CST_NV12
  47. }
  48. dst_cs {
  49. type: CST_RGB
  50. }
  51. }
  52. }
  53. color_space {
  54. type: CST_RGB
  55. }
  56. }
  57. }
  58. input_conf_items {
  59. attributes {
  60. input_modifications {
  61. enforce_integers {
  62. }
  63. }
  64. input_modifications {
  65. affine_preprocess {
  66. slope: 1.0
  67. bias: 0.0
  68. slope_divisor: 255.0
  69. }
  70. }
  71. }
  72. }
  73. output_conf_items {
  74. selector {
  75. op_name: "output3"
  76. }
  77. attributes {
  78. output_modifications {
  79. dimension_permutation_postprocess {
  80. dimensions: 0
  81. dimensions: 2
  82. dimensions: 3
  83. dimensions: 1
  84. }
  85. }
  86. }
  87. }
  88. output_conf_items {
  89. selector {
  90. op_name: "output1"
  91. }
  92. attributes {
  93. output_modifications {
  94. dimension_permutation_postprocess {
  95. dimensions: 0
  96. dimensions: 2
  97. dimensions: 3
  98. dimensions: 1
  99. }
  100. }
  101. }
  102. }
  103. output_conf_items {
  104. selector {
  105. op_name: "output6"
  106. }
  107. attributes {
  108. output_modifications {
  109. dimension_permutation_postprocess {
  110. dimensions: 0
  111. dimensions: 2
  112. dimensions: 3
  113. dimensions: 1
  114. }
  115. }
  116. }
  117. }
  118. output_conf_items {
  119. selector {
  120. op_name: "output5"
  121. }
  122. attributes {
  123. output_modifications {
  124. dimension_permutation_postprocess {
  125. dimensions: 0
  126. dimensions: 2
  127. dimensions: 3
  128. dimensions: 1
  129. }
  130. }
  131. }
  132. }
  133. output_conf_items {
  134. selector {
  135. op_name: "output4"
  136. }
  137. attributes {
  138. output_modifications {
  139. dimension_permutation_postprocess {
  140. dimensions: 0
  141. dimensions: 2
  142. dimensions: 3
  143. dimensions: 1
  144. }
  145. }
  146. }
  147. }
  148. output_conf_items {
  149. selector {
  150. op_name: "output2"
  151. }
  152. attributes {
  153. output_modifications {
  154. dimension_permutation_postprocess {
  155. dimensions: 0
  156. dimensions: 2
  157. dimensions: 3
  158. dimensions: 1
  159. }
  160. }
  161. }
  162. }
  163. }
  164. dataset_conf_train {
  165. dataset_conf_items {
  166. resize_conf {
  167. }
  168. }
  169. }
  170. dataset_conf_calibration {
  171. type: DATASET_TYPE_TAR
  172. size: 100
  173. batch_size: 16
  174. dataset_conf_items {
  175. path: "/root/axera/axera-quan-hjj/dataset/coco17pose.tar"
  176. resize_conf {
  177. }
  178. }
  179. calibration_strategy: CALIB_STRATEGY_PER_TENSOR
  180. observer_method: OBSVR_METHOD_MSE_CLIPPING
  181. }
  182. dataset_conf_error_measurement {
  183. dataset_conf_items {
  184. resize_conf {
  185. }
  186. }
  187. }
  188. }
  189. pulsar_conf {
  190. batch_size: 1
  191. ax620_virtual_npu: AX620_VIRTUAL_NPU_MODE_111
  192. output_dir: "/root/axera/axera-quan-hjj"
  193. }
  194. input_model_items {
  195. model {
  196. path: "/root/axera/axera-quan-hjj/model/yolov8n-pose.onnx"
  197. type: MODEL_TYPE_ONNX
  198. input_tensors {
  199. color_space: TENSOR_COLOR_SPACE_RGB
  200. }
  201. }
  202. }
  203. output_model_items {
  204. model {
  205. path: "/root/axera/axera-quan-hjj/joint/yolov8n-pose.joint"
  206. type: MODEL_TYPE_JOINT
  207. input_tensors {
  208. color_space: TENSOR_COLOR_SPACE_NV12
  209. }
  210. output_tensors {
  211. tensor_layout: NHWC
  212. }
  213. }
  214. }
  215. target_hardware: TARGET_HARDWARE_AX620
  216. cpu_backend_settings {
  217. onnx_setting {
  218. mode: DISABLED
  219. }
  220. axe_setting {
  221. mode: ENABLED
  222. axe_param {
  223. optimize_slim_model: true
  224. }
  225. }
  226. }
  227. cpu_affine_json {
  228. mode: PATH_MODE_ABS
  229. }
  230. }
  231. input_task_names: "task_0"
  232. output_task_names: "task_0"