hetero_secureboost_testsuite.json 4.2 KB

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  1. {
  2. "data": [
  3. {
  4. "file": "examples/data/breast_hetero_guest.csv",
  5. "head": 1,
  6. "partition": 4,
  7. "table_name": "breast_hetero_guest",
  8. "namespace": "experiment",
  9. "role": "guest_0"
  10. },
  11. {
  12. "file": "examples/data/breast_hetero_host.csv",
  13. "head": 1,
  14. "partition": 4,
  15. "table_name": "breast_hetero_host",
  16. "namespace": "experiment",
  17. "role": "host_0"
  18. },
  19. {
  20. "file": "examples/data/vehicle_scale_hetero_guest.csv",
  21. "head": 1,
  22. "partition": 4,
  23. "table_name": "vehicle_scale_hetero_guest",
  24. "namespace": "experiment",
  25. "role": "guest_0"
  26. },
  27. {
  28. "file": "examples/data/vehicle_scale_hetero_host.csv",
  29. "head": 1,
  30. "partition": 4,
  31. "table_name": "vehicle_scale_hetero_host",
  32. "namespace": "experiment",
  33. "role": "host_0"
  34. },
  35. {
  36. "file": "examples/data/student_hetero_guest.csv",
  37. "head": 1,
  38. "partition": 4,
  39. "table_name": "student_hetero_guest",
  40. "namespace": "experiment",
  41. "role": "guest_0"
  42. },
  43. {
  44. "file": "examples/data/student_hetero_host.csv",
  45. "head": 1,
  46. "partition": 4,
  47. "table_name": "student_hetero_host",
  48. "namespace": "experiment",
  49. "role": "host_0"
  50. },
  51. {
  52. "file": "examples/data/ionosphere_scale_hetero_guest.csv",
  53. "head": 1,
  54. "partition": 4,
  55. "table_name": "ionosphere_scale_hetero_guest",
  56. "namespace": "experiment",
  57. "role": "guest_0"
  58. },
  59. {
  60. "file": "examples/data/ionosphere_scale_hetero_host.csv",
  61. "head": 1,
  62. "partition": 4,
  63. "table_name": "ionosphere_scale_hetero_host",
  64. "namespace": "experiment",
  65. "role": "host_0"
  66. },
  67. {
  68. "file": "examples/data/motor_hetero_guest.csv",
  69. "head": 1,
  70. "partition": 4,
  71. "table_name": "motor_hetero_guest",
  72. "namespace": "experiment",
  73. "role": "guest_0"
  74. },
  75. {
  76. "file": "examples/data/motor_hetero_host_1.csv",
  77. "head": 1,
  78. "partition": 4,
  79. "table_name": "motor_hetero_host_1",
  80. "namespace": "experiment",
  81. "role": "host_0"
  82. },
  83. {
  84. "file": "examples/data/motor_hetero_host_2.csv",
  85. "head": 1,
  86. "partition": 4,
  87. "table_name": "motor_hetero_host_2",
  88. "namespace": "experiment",
  89. "role": "host_1"
  90. }
  91. ],
  92. "pipeline_tasks": {
  93. "train_binary": {
  94. "script": "./pipeline-hetero-sbt-binary.py"
  95. },
  96. "train_complete_secure": {
  97. "script": "./pipeline-hetero-sbt-binary-complete-secure.py"
  98. },
  99. "train_binary_without_cipher_compress": {
  100. "script": "./pipeline-hetero-sbt-binary-no-cipher-compress.py"
  101. },
  102. "train_binary_predict": {
  103. "script": "./pipeline-hetero-sbt-binary-with-predict.py"
  104. },
  105. "train_binary_EINI_predict": {
  106. "script": "./pipeline-hetero-sbt-EINI-with-random-mask.py"
  107. },
  108. "train_multi": {
  109. "script": "./pipeline-hetero-sbt-multi.py"
  110. },
  111. "train_regression": {
  112. "script": "./pipeline-hetero-sbt-regression.py"
  113. },
  114. "cv_binary": {
  115. "script": "./pipeline-hetero-sbt-binary-cv.py"
  116. },
  117. "cv_multi": {
  118. "script": "./pipeline-hetero-sbt-multi-cv.py"
  119. },
  120. "cv_regression": {
  121. "script": "./pipeline-hetero-sbt-regression-cv.py"
  122. },
  123. "train_binary_with_missing_value": {
  124. "script": "./pipeline-hetero-sbt-binary-with-missing-value.py"
  125. },
  126. "train_multi_host": {
  127. "script": "./pipeline-hetero-sbt-regression-multi-host.py"
  128. },
  129. "train_with_early_stopping": {
  130. "script": "./pipeline-hetero-sbt-early-stop.py"
  131. }
  132. }
  133. }