TOSA Reference model 0.90.0 Release Notes

Add support for the TOSA shape operators
Support the new RESCALE signedness attributes
Compliance generator fixes
Significant improvement in Main Inference conformance coverage
Save int8/uint8 outputs as the native type instead of int32
Removed the operator API
Many cleanups and bug fixes
  1. 48df8c7 Build compliance verifier library with a python interface. by Jeremy Johnson · 10 months ago
  2. 51779fd Restore coverage for conformance MATMUL by Jeremy Johnson · 10 months ago
  3. fb87982 Add integer divide with floor for coordinate calculation by TatWai Chong · 10 months ago
  4. 76c6a55 Fixes for conformance generator tags and test selection by Jeremy Johnson · 10 months ago
  5. a8098c0 Support new RESCALE attributes by Eric Kunze · 10 months ago
  6. 1271c44 Initial lazy data-gen and compliance test build support by Jeremy Johnson · 10 months ago
  7. 77fc614 Add desc.json schema validation with compliance/data_gen extensions by Jeremy Johnson · 10 months ago
  8. 7021ef0 Rework TOSA verification API by Georgios Pinitas · 10 months ago
  9. 391cc5e Update TosaVersion compatibility check to match with serialization_lib by Jerry Ge · 11 months ago
  10. fe03f80 fix: Conditionally include `prctl.h` on macos by Jack Frankland · 11 months ago
  11. e70d931 Pass func_config to individual operator API by Grant Watson · 10 months ago
  12. 7935972 [reference model] Fix dim test generation by Tai Ly · 10 months ago v0.90a0
  13. 0633c3a Fix conformance regressions due to type and region changes. by Jeremy Johnson · 10 months ago
  14. 0913dba [reference model] Code cleanup for SHAPE by Tai Ly · 10 months ago
  15. b77c2bb Remove unused struct to avoid warning message by Won Jeon · 10 months ago
  16. 18c871c Update submodule for serialization_lib by Won Jeon · 10 months ago
  17. a21b2e8 Add DIM operator to reference model by Won Jeon · 11 months ago
  18. e024748 Remove `"` from the search pattern `"tosa.*"` by TatWai Chong · 1 year, 1 month ago
  19. a641dd5 Add support for bias broadcasting by Tai Ly · 11 months ago
  20. 898d3a2 Re-write json2numpy tests by Jeremy Johnson · 11 months ago
  21. be2e87c Update formatting based on clang-format 14 by Eric Kunze · 11 months ago
  22. c1d1c63 Deprecation of parts of TOSA conformance by Jeremy Johnson · 11 months ago
  23. 17fab3b Fix compiler warnings (NFC) by Eric Kunze · 11 months ago
  24. 3403ded Update Framework compiler script by Eric Kunze · 11 months ago
  25. 55363fd Update serialization library submodule by Jeremy Johnson · 11 months ago
  26. ed1a15b Fixed missing tensor inputs in fully_connected in model runner by Jiacheng Liang · 11 months ago
  27. e5cabbf Enable lazy tensor allocation by Jerry Ge · 12 months ago
  28. 97b0027 Update framework tools to add name in json by Eric Kunze · 11 months ago
  29. 95961cc Add Verif Conformance README by Jeremy Johnson · 1 year, 1 month ago
  30. 9c9c8da Run clang-format and update copyright by Jerry Ge · 11 months ago
  31. c1e1343 Update flatbuffer version and fix json2numpy test by Eric Kunze · 11 months ago
  32. c735fd4 Update README for ref_model debug flag by Jerry Ge · 12 months ago
  33. 9a36755 Update tensor allocation logging by Eric Kunze · 12 months ago
  34. e7c7cab Add support for int32 tensor datatype in model runner by Jiacheng Liang · 12 months ago
  35. 6c93f41 Fix size mismatch of placeholders for broadcast fuzzing by Won Jeon · 12 months ago
  36. 4053ce1 Update thirdparty/serialization_lib hash by Jerry Ge · 12 months ago
  37. dd14c1b Add reference model framework test for INT8 squared difference by Won Jeon · 12 months ago
  38. d69e283 Enable framework generator to save numpy files in native dtypes by Jerry Ge · 12 months ago
  39. e2325d1 Add a parameter to tensor generation function to disable fuzzing by Won Jeon · 1 year, 1 month ago
  40. edac6ab Fix missing template instantiations by Eric Kunze · 1 year ago
  41. 78155c6 Add support for ERF operator to reference model by Won Jeon · 1 year, 1 month ago
  42. eb74106 Upgrade to latest version of TOSA specification by Grant Watson · 1 year ago
  43. fe36fa9 Add tf broadcast-to testing by Tai Ly · 1 year, 1 month ago
  44. c8da1d2 Make verifiers to operate on const pointers by Georgios Pinitas · 1 year ago
  45. abdac23 Fix framework test generator with custom_shapes by Jerry Ge · 1 year, 1 month ago
  46. 135c955 Add ERROR_IF to incorrect broadcast shapes by Jerry Ge · 1 year, 1 month ago
  47. cb7201e Add accumtype to tf/tfl framework tests by Jerry Ge · 1 year, 1 month ago
  48. 41df428 Add TOSA MI verification methods by Georgios Pinitas · 1 year, 1 month ago
  49. 6168047 Correctly identify "axis" attributes. by Grant Watson · 1 year, 1 month ago
  50. 5dd5a55 Support custom_shapes for framework test generation by Jerry Ge · 1 year, 1 month ago
  51. eb52cc1 Add support for boolean outputs in model runner by Jiacheng Liang · 1 year, 1 month ago
  52. 56a3a06 Update version to 0.80 draft by Eric Kunze · 1 year, 1 month ago
  53. 9ccad3f Remove draft tag for 0.70 release by Eric Kunze · 1 year, 1 month ago v0.70 v0.70.0
  54. 3260c54 Update serialization library submodule by Eric Kunze · 1 year, 1 month ago
  55. 307392a Add abs calculations under precise_mode by Tai Ly · 1 year, 2 months ago
  56. 264f7fa Add support for one dimension of size -1 in ReshapeOp by Jerry Ge · 1 year, 2 months ago
  57. 7e59681 8K level: rank 6 ARGMAX tests by Jeremy Johnson · 1 year, 2 months ago
  58. 0bd4ec8 Refactor ref_model rank checking and add level check to argmax by Jerry Ge · 1 year, 2 months ago
  59. a4d748b [reference model] Add precise mode by Tai Ly · 1 year, 3 months ago
  60. 0c71686 8K levels: Tensor op tests kernel/stride at 8192 maximums by Jeremy Johnson · 1 year, 3 months ago
  61. b209970 8K level: RESIZE scaling at 64 maximum by Jeremy Johnson · 1 year, 3 months ago
  62. 44eb88d AVG_POOL2D - Fix for stride renaming mistake by Jeremy Johnson · 1 year, 2 months ago
  63. a793f46 Add level checking to TOSA Ref model by Jerry Ge · 1 year, 3 months ago
  64. 714aa60 Add framework tests for tfl.real and tfl.imag by Luke Hutton · 1 year, 5 months ago
  65. abf8718 revert to GetBlockByName "main" by Tai Ly · 1 year, 3 months ago
  66. fd05bb3 8K level: rank 6 tests support using generator groups by Jeremy Johnson · 1 year, 5 months ago
  67. 4e9a977 [reference model] support multiple regions by Tai Ly · 1 year, 3 months ago
  68. b1f2501 Add positive/negative random number generator for Rsqrt by Jerry Ge · 1 year, 4 months ago
  69. 4ca8f64 Add CONST INT48 support to conformance. by Jeremy Johnson · 1 year, 4 months ago
  70. cf305db Refactor 1L to INT64_C() by Jerry Ge · 1 year, 4 months ago
  71. 2eb3d63 Update version to 0.70.0 draft by Eric Kunze · 1 year, 3 months ago
  72. e81b2ba Update framework test choices - SPLIT, RESIZE by Jeremy Johnson · 1 year, 4 months ago v0.60.2
  73. 762418f Remove 1x7x7x479 from the test size list by Eric Kunze · 1 year, 4 months ago v0.60.1
  74. 17def5f Update version number to 0.60 by Eric Kunze · 1 year, 4 months ago v0.60.0
  75. c937609 Prevent generating test case when align_corners and half_pixel are both true in nearest mode by Jerry Ge · 1 year, 4 months ago
  76. 2eea5bf Add framework tests for TFL.Relu0To1Op by Jerry Ge · 1 year, 9 months ago
  77. d723cc2 Update compiler versions in README by Eric Kunze · 1 year, 4 months ago
  78. 0cef07e Refactor resize test builder by TatWai Chong · 1 year, 4 months ago
  79. 57bc079 Update CAST fp to int rounding by Eric Kunze · 1 year, 5 months ago
  80. a56e137 Add test case against Add Quantized Int8 by Jerry Ge · 1 year, 5 months ago
  81. 6ad6d6e Extend reduce_all to test with tflite by TatWai Chong · 1 year, 8 months ago
  82. 0df72e9 CONV2D/CONV3D/DEPTHWISE_CONV2D Test Regen for ofm_depth bugfix by James Ward · 1 year, 4 months ago
  83. a4e48ca Update rank limits for SLICE, TILE and TRANSPOSE by Luke Hutton · 1 year, 4 months ago
  84. 2226f90 Extend pad tests to include quantized type and explicit pad value. by TatWai Chong · 1 year, 4 months ago
  85. 681e0a8 Create MI tests for Tensors: TRANSPOSE_CONV2D by James Ward · 1 year, 4 months ago
  86. 30124a8 Bug fixes for max-batch-size/ofm-depth by James Ward · 1 year, 5 months ago
  87. c5d7593 Create MI tests for Tensor: FFT2D & RFFT2D by Jeremy Johnson · 1 year, 4 months ago
  88. ae7a81c Create MI tests for Tensor: CONV3D by Jeremy Johnson · 1 year, 5 months ago
  89. ae25b93 Create MI tests for Tensors: DEPTHWISE_CONV2D by James Ward · 1 year, 5 months ago
  90. 6587242 Add tests for INT48 CONST support by Luke Hutton · 1 year, 4 months ago
  91. 6013685 Select new TFLite SPLIT tests by Jeremy Johnson · 1 year, 5 months ago
  92. 5728713 Add FFT2d to the reference model by Luke Hutton · 1 year, 5 months ago
  93. c1e25f5 Fix unit test command in readme by Luke Hutton · 1 year, 5 months ago
  94. dd3e9aa Adjust ERROR_IF tests generated for tosa-mi profile by Jeremy Johnson · 1 year, 5 months ago
  95. 8384a6f Create MI tests for Tensors: AVG_POOL2D, FULLY_CONNECTED, MATMUL by James Ward · 1 year, 5 months ago
  96. 9165b9a Create MI tests for Tensor: CONV2D by Jeremy Johnson · 1 year, 5 months ago
  97. d34b3fc Remove accumulator attributes from all but AVG_POOL2D by James Ward · 1 year, 5 months ago
  98. 512c1ca Create MI tests for Reduction: REDUCE_SUM, REDUCE_PRODUCT by James Ward · 1 year, 5 months ago
  99. 736fd1a Create MI tests for Type Conversion: CAST by James Ward · 1 year, 5 months ago
  100. 2138a19 Add framework tests for tfl.atan2 by Luke Hutton · 1 year, 7 months ago