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. 52ac9d6 Create MI tests for Tensors: ARGMAX, MAX_POOL2D by James Ward · 1 year, 8 months ago
2. a633bc6 Fix the floating point precision issue for Sigmoid FP32 by Jerry Ge · 1 year, 8 months ago
3. e4b08ff Initial set up of Main Inference conformance test gen by Jeremy Johnson · 1 year, 10 months ago
4. 52460a8 Zero point addition in RESCALE should be int32 by Eric Kunze · 1 year, 8 months ago
5. 41a04fe Add framework test for tfl.prelu by TatWai Chong · 1 year, 8 months ago
6. 24dbc42 Add BF16 support to reference model by James Ward · 1 year, 9 months ago
7. 3b0544c Add TILE bool tests & rename CAST/RESCALE tests by Jeremy Johnson · 1 year, 9 months ago
8. 2e4d889 Add FP16 support to IModelRunner by Matthew Sloyan · 1 year, 9 months ago
9. 4196491 Update to check tensor size is valid by Eric Kunze · 1 year, 9 months ago
10. bc2a3db Rename FLOAT type to FP32 by Jeremy Johnson · 1 year, 9 months ago
11. 93d4390 Minor fixes & add FP16 support to refmodel testing and conformance gen by Jeremy Johnson · 1 year, 9 months ago
12. 71dfc70 Remove conflicting REQUIRE definition in unit tests by James Ward · 1 year, 9 months ago
13. 8b39043 Reference model changes for fp16 support by James Ward · 1 year, 11 months ago
14. ba5fad3 Add IModelRunner interface to TOSA Reference Model by Matthew Sloyan · 1 year, 9 months ago
15. a0848c6 Add CONST testing to Numpy refmodel tests by Jeremy Johnson · 1 year, 10 months ago
16. f7008da Add framework test for TF and TFL mirrorpad by TatWai Chong · 1 year, 10 months ago
17. 3d6de00 Update serialization library version by Eric Kunze · 1 year, 9 months ago
18. 0042343 Add simple post commit reference model testing against Numpy by Jeremy Johnson · 1 year, 10 months ago
19. 49ced1e Update the tools setup.cfg for flatbuffers 2.0 by Eric Kunze · 1 year, 10 months ago
20. 366f297 Fix debug masks in refmodel. by Jeremy Johnson · 1 year, 10 months ago
21. 45e42f4 Update reference model version to 0.41 draft by Eric Kunze · 1 year, 10 months ago
22. a8206e3 Update revision to 0.40. by Eric Kunze · 1 year, 10 months ago v0.40 v0.40.0
23. d4fe4bf Update RESCALE testing to match no rank restrictions by Eric Kunze · 1 year, 10 months ago
24. 5a76b2a [Fix] Wrong dimension is inferred in tensor shape generation by TatWai Chong · 1 year, 10 months ago
25. fd62905 Update framework test generator to support TF/TFL conv3d. by TatWai Chong · 2 years ago
26. c1a9783 Align padding for transpose_conv2d to match spec by Eric Kunze · 2 years ago
27. 4fb70ed Add copyright and license to example shell script by Eric Kunze · 1 year, 10 months ago
28. 473eb38 Add generator functions to support TFL gelu by TatWai Chong · 1 year, 11 months ago
29. d32c6da Add PAD ERROR_IF test for output shape by Jeremy Johnson · 1 year, 10 months ago
30. d511f9e Enabled 16-bit TABLE REQUIRE statement by Jerry Ge · 1 year, 11 months ago
31. 286f834 Simplify the argument parsing and debug code by Eric Kunze · 2 years ago
32. 3c59d5d Check that the shape calculation for PAD is correct by Eric Kunze · 1 year, 11 months ago
33. c36636e Fix CMAKE_BUILD_TYPE instruction in README by Eric Kunze · 1 year, 11 months ago
34. a0e03f3 Update RESIZE operator in test generator for spec updates by Jeremy Johnson · 2 years, 1 month ago
35. f732609 Update TOSA resize to match specification by TatWai Chong · 2 years, 1 month ago
36. 9391243 Added framework tests for Relu1 Operator legalization by Jerry Ge · 2 years ago
37. 5a30f9b Include JSON conformance files in python package. by Jeremy Johnson · 2 years ago
38. 8858862 Add profile to all created conformance tests. by Jeremy Johnson · 2 years ago
39. 0ecfa37 Add conformance generator scripts by Jeremy Johnson · 2 years ago
40. 6c6467f Enable pytest pre-commit by Jeremy Johnson · 2 years, 2 months ago
41. 750d27d Modify input limits for apply_scale_32 by Eric Kunze · 2 years ago
42. 4b85a0b Update reference model version to 0.31 draft by Eric Kunze · 2 years ago
43. f733783 Fix reference model use of weight zero point by Eric Kunze · 2 years, 1 month ago v0.30 v0.30.0
44. 95dfcb8 Remove draft status from reference model by Eric Kunze · 2 years, 1 month ago
45. b5fabec Remove quantization info from serialization attributes by Eric Kunze · 2 years, 1 month ago
46. 24594f5 Update transpose_conv2d to align with TOSA spec by TatWai Chong · 2 years, 1 month ago
47. 61f6622 Remove dilation from transpose_conv2d op by Eric Kunze · 2 years, 1 month ago
48. 39ad939 Switch reference model to flatbuffers 1.12 by Eric Kunze · 2 years, 1 month ago
49. ec0327d Change size check in TILE to ERROR_IF by Eric Kunze · 2 years, 1 month ago
50. 86c403b Align the serialization schema with TOSA 0.24.0 specification by TatWai Chong · 2 years, 1 month ago
51. c23fc3b Remove RESHAPE -1 dimensions support by Jeremy Johnson · 2 years, 1 month ago
52. f7f78ae Add support for uint16_t to RESCALE by Jeremy Johnson · 2 years, 1 month ago
53. 0e6218e Update framework test generation for ERROR_IF criteria by Jeremy Johnson · 2 years, 2 months ago
54. 7edb34c Initialize accumulator with bias value for CONV3D by Eric Kunze · 2 years, 2 months ago
55. 67a9155 Adjust divisor calculation by Eric Kunze · 2 years, 5 months ago
56. 0e46364 Fix for NEGATE using 32-bit accumulator by Jeremy Johnson · 2 years, 2 months ago
57. 5860df6 Control oversized tests for TRANSPOSE_CONV2D by Jeremy Johnson · 2 years, 2 months ago
58. 4a6fb9b Update tensor ops ERROR_IF criteria by Jeremy Johnson · 2 years, 2 months ago
59. 9a66abb Refactor verif/generator/tosa_test_gen.py into different files by Jeremy Johnson · 2 years, 3 months ago
60. 7bebea8 Fix NEGATE int8 test value ranges by Jeremy Johnson · 2 years, 3 months ago
61. 7de9b45 Add missing REQUIREs check to REDUCE_SUM in refmodel by Jeremy Johnson · 2 years, 3 months ago
62. 5d1a347 Update pre-commit tool versions by Jeremy Johnson · 2 years, 3 months ago
63. 81ee53d Add missing REQUIRE to NEGATE op by Jeremy Johnson · 2 years, 3 months ago
64. 25669b3 Improve EQUAL tests to have matching numbers by Jeremy Johnson · 2 years, 3 months ago
65. b7af461 Fix input rank-match comparison, --no-ref-model flag, no test list by Jared Smolens · 2 years, 3 months ago
66. 62a7b7f Usability cleanup by Jared Smolens · 2 years, 4 months ago
67. 8a8cca9 Generate REDUCE_MIN tests (instead of REDUCE_MAX) by Jeremy Johnson · 2 years, 4 months ago
68. 615feee Fix refmodel LOGICAL_XOR (was incorrectly LOGICAL_OR) by Jeremy Johnson · 2 years, 4 months ago
69. 015c355 Add framework unit test generation scripts by Jeremy Johnson · 2 years, 4 months ago
70. c0fe04d Fix rescale test gen for scale32 & dtype by Jeremy Johnson · 2 years, 5 months ago
71. 42c9bae Update refmodel apply_scale_32: adjust range checking by Jeremy Johnson · 2 years, 5 months ago
72. ae0c1c6 Minor formatting fixes for python by Jeremy Johnson · 2 years, 5 months ago
73. 830add4 Rework divisor calculation for AVGPOOL2D by Eric Kunze · 2 years, 5 months ago
74. 39f127b Fix for max arguments to be respected in build tests by Jeremy Johnson · 2 years, 5 months ago
75. 0c171ac Fix COND_IF binary INT8/16 test generation by Jeremy Johnson · 2 years, 5 months ago
76. 66bad80 Fix for LOGICAL_LEFT/RIGHT_SHIFT shift values by Jeremy Johnson · 2 years, 6 months ago
77. fcc0914 Add convert2conformance as package by Jeremy Johnson · 2 years, 5 months ago
78. 6179c21 Add convert2conformance script by Jeremy Johnson · 2 years, 6 months ago
79. 5c1364c Add python pre-commit script checkers by Jeremy Johnson · 2 years, 6 months ago
80. be1a940 Update tosa_verif_run_ref by Jeremy Johnson · 2 years, 7 months ago
81. 2ec3494 Reorganize verif and create packages by Jeremy Johnson · 2 years, 7 months ago
82. a1d4985 Fix crash with rank mismatch negative tests by Eric Kunze · 2 years, 6 months ago
83. f20a5a4 Stop COND_IF neg tests creating bad arrays by Jeremy Johnson · 2 years, 7 months ago
84. 729b035 Do not generate tests that fail validation checks by Les Bell · 2 years, 7 months ago
85. 3ca02a7 WrongRank negative test gen additions & fixes by Jeremy Johnson · 2 years, 8 months ago
86. 27cf543 ERRORIF test generation fixes by Jeremy Johnson · 2 years, 8 months ago
87. 0e027d4 Convolutions ERROR_IF tests by Les Bell · 2 years, 8 months ago
88. 3aea3c3 Update serialization_lib with flatbuffers v2.0.0 by Kevin Cheng · 2 years, 8 months ago
89. 2131a4d Fix broadcast bug by Kevin Cheng · 2 years, 8 months ago
90. 9fe1724 More ERROR_IF to check attribute for convolution ops by Kevin Cheng · 2 years, 8 months ago
91. 7e9ac9a Add Broadcast DimensionMismatch errors by Jeremy Johnson · 2 years, 8 months ago
92. 1c3c847 Check valid broadcastable shape for binary and ternary ops by Kevin Cheng · 2 years, 8 months ago
93. 01c359d Fix Transpose WrongRank test and add new test for Concat by Matthew Haddon · 2 years, 9 months ago
94. 630c17c Add negative testing to cond_if, while_loop by Matthew Haddon · 2 years, 9 months ago
95. bb5676f Add ERROR_IF checks to operators without specific ERROR_IFs by Matthew Haddon · 2 years, 9 months ago
96. 25fbe52 Cleanup CMakeLists.txt by Kevin Cheng · 2 years, 8 months ago
97. d4ea8f1 Update reference model version to 0.24.0 draft by Eric Kunze · 2 years, 8 months ago
98. 5ffbc94 Remove draft tag for 0.23 release by Eric Kunze · 2 years, 8 months ago v0.23 v0.23.0
99. f3e016f more ERROR_IF fixes by Kevin Cheng · 2 years, 8 months ago
100. 8079480 Fix for tensor_ops.cc by Kevin Cheng · 2 years, 8 months ago