TOSA Reference Model 0.80 Release

Conformance test repository is now deprecated, conformance test
generation scripts are in the reference model repository
Deprecated TensorFlow Lite based conformance tests
    Framework tests still generate TFL tests
Add support for new operators
    DIM operator for shape inference
    New unsigned attributes for RESCALE input and output
Improve TOSA flatbuffer compatibility checks
Fixes for test and reference model cleanup
Enable reading/writing native data types for numpy files
Various other cleanup, see the git revision history for complete details

1. 84b00fd Support new RESCALE attributes by Eric Kunze · 10 months ago
2. fb73fc1 Update TosaVersion compatibility check to match with serialization_lib by Jerry Ge · 11 months ago
3. 0913dba [reference model] Code cleanup for SHAPE by Tai Ly · 10 months ago
4. b77c2bb Remove unused struct to avoid warning message by Won Jeon · 10 months ago
5. a21b2e8 Add DIM operator to reference model by Won Jeon · 11 months ago
6. a641dd5 Add support for bias broadcasting by Tai Ly · 11 months ago
7. be2e87c Update formatting based on clang-format 14 by Eric Kunze · 11 months ago
8. 17fab3b Fix compiler warnings (NFC) by Eric Kunze · 11 months ago
9. ed1a15b Fixed missing tensor inputs in fully_connected in model runner by Jiacheng Liang · 11 months ago
10. e5cabbf Enable lazy tensor allocation by Jerry Ge · 11 months ago
11. 9c9c8da Run clang-format and update copyright by Jerry Ge · 11 months ago
12. 9a36755 Update tensor allocation logging by Eric Kunze · 12 months ago
13. e7c7cab Add support for int32 tensor datatype in model runner by Jiacheng Liang · 12 months ago
14. edac6ab Fix missing template instantiations by Eric Kunze · 12 months ago
15. 78155c6 Add support for ERF operator to reference model by Won Jeon · 1 year, 1 month ago
16. eb74106 Upgrade to latest version of TOSA specification by Grant Watson · 1 year ago
17. c8da1d2 Make verifiers to operate on const pointers by Georgios Pinitas · 1 year ago
18. 135c955 Add ERROR_IF to incorrect broadcast shapes by Jerry Ge · 1 year, 1 month ago
19. 41df428 Add TOSA MI verification methods by Georgios Pinitas · 1 year, 1 month ago
20. 6168047 Correctly identify "axis" attributes. by Grant Watson · 1 year, 1 month ago
21. eb52cc1 Add support for boolean outputs in model runner by Jiacheng Liang · 1 year, 1 month ago
22. 307392a Add abs calculations under precise_mode by Tai Ly · 1 year, 2 months ago
23. 264f7fa Add support for one dimension of size -1 in ReshapeOp by Jerry Ge · 1 year, 2 months ago
24. 0bd4ec8 Refactor ref_model rank checking and add level check to argmax by Jerry Ge · 1 year, 2 months ago
25. a4d748b [reference model] Add precise mode by Tai Ly · 1 year, 3 months ago
26. 44eb88d AVG_POOL2D - Fix for stride renaming mistake by Jeremy Johnson · 1 year, 2 months ago
27. a793f46 Add level checking to TOSA Ref model by Jerry Ge · 1 year, 3 months ago
28. abf8718 revert to GetBlockByName "main" by Tai Ly · 1 year, 3 months ago
29. 4e9a977 [reference model] support multiple regions by Tai Ly · 1 year, 3 months ago
30. cf305db Refactor 1L to INT64_C() by Jerry Ge · 1 year, 4 months ago
31. 57bc079 Update CAST fp to int rounding by Eric Kunze · 1 year, 5 months ago
32. a4e48ca Update rank limits for SLICE, TILE and TRANSPOSE by Luke Hutton · 1 year, 4 months ago
33. 5728713 Add FFT2d to the reference model by Luke Hutton · 1 year, 5 months ago
34. d34b3fc Remove accumulator attributes from all but AVG_POOL2D by James Ward · 1 year, 5 months ago
35. 736fd1a Create MI tests for Type Conversion: CAST by James Ward · 1 year, 5 months ago
36. 261b7b6 Add RFFT2d to the reference model by Luke Hutton · 1 year, 6 months ago
37. eef8667 Fix for sign extending LOGICAL LEFT/RIGHT SHIFT results by Jeremy Johnson · 1 year, 5 months ago
38. 3407125 Create MI tests for Activation: CLAMP; Data Layout: PAD by James Ward · 1 year, 7 months ago
39. df628d4 Update for RESCALE spec apply_add clarification by Jeremy Johnson · 1 year, 6 months ago
40. 9e94af8 Reference model update for control flow operators support by Jerry Ge · 1 year, 8 months ago
41. 98c281f Add explicit template instantiations for abstract classes by Jared Smolens · 1 year, 6 months ago
42. 3d3d45d Add BF16 support to IModelRunner by James Ward · 1 year, 7 months ago
43. 7f1ea8e Create MI tests for Image: RESIZE by James Ward · 1 year, 7 months ago
44. 64285a1 Extend reference model API with eager operator execution entrypoints by Grant Watson · 1 year, 7 months ago
45. a682749 Fix reference model memory leaks for the following ops by Jerry Ge · 1 year, 7 months ago
46. fa88828 Fix error messages/comments using old -C arguments. by Jeremy Johnson · 1 year, 7 months ago
47. ee25669 FP16 improvements by James Ward · 1 year, 7 months ago
48. a633bc6 Fix the floating point precision issue for Sigmoid FP32 by Jerry Ge · 1 year, 8 months ago
49. 52460a8 Zero point addition in RESCALE should be int32 by Eric Kunze · 1 year, 8 months ago
50. 24dbc42 Add BF16 support to reference model by James Ward · 1 year, 8 months ago
51. 2e4d889 Add FP16 support to IModelRunner by Matthew Sloyan · 1 year, 8 months ago
52. 4196491 Update to check tensor size is valid by Eric Kunze · 1 year, 9 months ago
53. bc2a3db Rename FLOAT type to FP32 by Jeremy Johnson · 1 year, 9 months ago
54. 93d4390 Minor fixes & add FP16 support to refmodel testing and conformance gen by Jeremy Johnson · 1 year, 9 months ago
55. 8b39043 Reference model changes for fp16 support by James Ward · 1 year, 11 months ago
56. ba5fad3 Add IModelRunner interface to TOSA Reference Model by Matthew Sloyan · 1 year, 9 months ago
57. 366f297 Fix debug masks in refmodel. by Jeremy Johnson · 1 year, 10 months ago
58. 45e42f4 Update reference model version to 0.41 draft by Eric Kunze · 1 year, 10 months ago
59. a8206e3 Update revision to 0.40. by Eric Kunze · 1 year, 10 months ago v0.40 v0.40.0
60. fd62905 Update framework test generator to support TF/TFL conv3d. by TatWai Chong · 1 year, 11 months ago
61. c1a9783 Align padding for transpose_conv2d to match spec by Eric Kunze · 2 years ago
62. d511f9e Enabled 16-bit TABLE REQUIRE statement by Jerry Ge · 1 year, 11 months ago
63. 286f834 Simplify the argument parsing and debug code by Eric Kunze · 2 years ago
64. 3c59d5d Check that the shape calculation for PAD is correct by Eric Kunze · 1 year, 11 months ago
65. f732609 Update TOSA resize to match specification by TatWai Chong · 2 years, 1 month ago
66. 750d27d Modify input limits for apply_scale_32 by Eric Kunze · 2 years ago
67. 4b85a0b Update reference model version to 0.31 draft by Eric Kunze · 2 years ago
68. f733783 Fix reference model use of weight zero point by Eric Kunze · 2 years ago v0.30 v0.30.0
69. 95dfcb8 Remove draft status from reference model by Eric Kunze · 2 years ago
70. b5fabec Remove quantization info from serialization attributes by Eric Kunze · 2 years, 1 month ago
71. 24594f5 Update transpose_conv2d to align with TOSA spec by TatWai Chong · 2 years, 1 month ago
72. 61f6622 Remove dilation from transpose_conv2d op by Eric Kunze · 2 years, 1 month ago
73. ec0327d Change size check in TILE to ERROR_IF by Eric Kunze · 2 years, 1 month ago
74. 86c403b Align the serialization schema with TOSA 0.24.0 specification by TatWai Chong · 2 years, 1 month ago
75. c23fc3b Remove RESHAPE -1 dimensions support by Jeremy Johnson · 2 years, 1 month ago
76. f7f78ae Add support for uint16_t to RESCALE by Jeremy Johnson · 2 years, 1 month ago
77. 7edb34c Initialize accumulator with bias value for CONV3D by Eric Kunze · 2 years, 1 month ago
78. 67a9155 Adjust divisor calculation by Eric Kunze · 2 years, 5 months ago
79. 0e46364 Fix for NEGATE using 32-bit accumulator by Jeremy Johnson · 2 years, 2 months ago
80. 4a6fb9b Update tensor ops ERROR_IF criteria by Jeremy Johnson · 2 years, 2 months ago
81. 7de9b45 Add missing REQUIREs check to REDUCE_SUM in refmodel by Jeremy Johnson · 2 years, 3 months ago
82. 81ee53d Add missing REQUIRE to NEGATE op by Jeremy Johnson · 2 years, 3 months ago
83. 62a7b7f Usability cleanup by Jared Smolens · 2 years, 3 months ago
84. 615feee Fix refmodel LOGICAL_XOR (was incorrectly LOGICAL_OR) by Jeremy Johnson · 2 years, 4 months ago
85. 42c9bae Update refmodel apply_scale_32: adjust range checking by Jeremy Johnson · 2 years, 5 months ago
86. 830add4 Rework divisor calculation for AVGPOOL2D by Eric Kunze · 2 years, 5 months ago
87. 66bad80 Fix for LOGICAL_LEFT/RIGHT_SHIFT shift values by Jeremy Johnson · 2 years, 5 months ago
88. 2131a4d Fix broadcast bug by Kevin Cheng · 2 years, 8 months ago
89. 9fe1724 More ERROR_IF to check attribute for convolution ops by Kevin Cheng · 2 years, 8 months ago
90. 1c3c847 Check valid broadcastable shape for binary and ternary ops by Kevin Cheng · 2 years, 8 months ago
91. d4ea8f1 Update reference model version to 0.24.0 draft by Eric Kunze · 2 years, 8 months ago
92. 5ffbc94 Remove draft tag for 0.23 release by Eric Kunze · 2 years, 8 months ago v0.23 v0.23.0
93. f3e016f more ERROR_IF fixes by Kevin Cheng · 2 years, 8 months ago
94. 8079480 Fix for tensor_ops.cc by Kevin Cheng · 2 years, 8 months ago
95. fe392ce Changes for 0.23.0 release by Kevin Cheng · 2 years, 8 months ago
96. 1009674 Add version to reference model by Kevin Cheng · 2 years, 8 months ago
97. 6e52866 Fix typo in Concat ERROR_IF by Kevin Cheng · 2 years, 8 months ago
98. 58026d6 Fix pool2d generation and check to match specification by Jeremy Johnson · 2 years, 8 months ago
99. 5d00c69 Add ERROR_IF to control flow ops. by Kevin Cheng · 2 years, 8 months ago
100. cc61be3 More ERROR_IF supports by Kevin Cheng · 2 years, 9 months ago