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. c0b24f0 RESIZE test generator updates by Jeremy Johnson · 2 years, 8 months ago
2. fe392ce Changes for 0.23.0 release by Kevin Cheng · 2 years, 8 months ago
3. 8c06a65 Limit tensor values for COND_IF/WHILE_LOOP tests to stop saturation by Jeremy Johnson · 2 years, 8 months ago
4. 58026d6 Fix pool2d generation and check to match specification by Jeremy Johnson · 2 years, 8 months ago
5. e807aae Add Negative tests for pad, reshape, slice, transpose by Matthew Haddon · 2 years, 9 months ago
6. c4cf037 Add negative testing support to fully_connected, matmul, argmax by Matthew Haddon · 2 years, 9 months ago
7. c202521 Add negative testing support to RESCALE by Matthew Haddon · 2 years, 9 months ago
8. 8a0a663 Remove tosa_serializer.py and use the one from serialization_lib now. by Kevin Cheng · 2 years, 9 months ago
9. 6040b4d COND_IF int8, int16 tests by Les Bell · 2 years, 9 months ago
10. b6b59e3 Add negative testing for avg_pool2d, max_pool2d by Matthew Haddon · 2 years, 9 months ago
11. d6ce725 Add negative testing support for reduce operators by Matthew Haddon · 2 years, 9 months ago
12. 03bec73 Fix rank and dtype filtering for ops like conv3d & fully_connected by Jeremy Johnson · 2 years, 9 months ago
13. e4ecdb2 Add negative testing support for ew_unary operators by Matthew Haddon · 2 years, 9 months ago
14. eacff9a Add negative testing support to (most) EW Binary Ops by Matthew Haddon · 2 years, 9 months ago
15. 693ba9e Add ERROR_IF checks for mismatched batch/channel by Matthew Haddon · 2 years, 9 months ago
16. 1c00b71 Separate positive and negative test generation and refactor by Matthew Haddon · 2 years, 9 months ago
17. 960985a Fix shape generation with num-const-inputs-concat option by Jeremy Johnson · 2 years, 9 months ago
18. 848efb4 Add shared ERROR_IF statements by Matthew Haddon · 2 years, 10 months ago
19. 17e9202 Fix CONST test. by Kevin Cheng · 2 years, 9 months ago
20. 7fb8fa1 Remove duplicate output tensor in cond_if_binary test by Kevin Cheng · 2 years, 9 months ago
21. 269e898 Remove ReluN op. by Kevin Cheng · 2 years, 9 months ago
22. e86fd34 Add ERROR_IF support for RESIZE by Matthew Haddon · 2 years, 10 months ago
23. 7aa69f4 Extended tests for 2D/3D tensor functions by Les Bell · 2 years, 9 months ago
24. 7e7fccd Unit test runner ergonomics by Jared Smolens · 2 years, 9 months ago
25. c94e63d Compatibility with flatbuffers 1.12.0 and 2.0.0 by Jared Smolens · 2 years, 9 months ago
26. f414b3c Generate more CONV3D tests by Les Bell · 2 years, 10 months ago
27. 1533b85 Implement Conv3D kernel. by Kevin Cheng · 2 years, 10 months ago
28. 93a1628 Rename attribute: Pool2d, Conv2d, TransposeConv2d -> Pool, Conv, TransposeConv by Kevin Cheng · 2 years, 10 months ago
29. ef509a4 Fix for ADD/SUB saturation in tests by Jeremy Johnson · 2 years, 10 months ago
30. b227ae5 Fix while_loop test. by Kevin Cheng · 2 years, 10 months ago
31. b724efc Remove invalid tests from test generator by Matthew Haddon · 2 years, 10 months ago
32. 7456709 Allow user to specify test type generated by Matthew Haddon · 3 years ago
33. 4b2881a Fix batch size if target shape set for SCATTER operator by Matthew Haddon · 2 years, 10 months ago
34. 459443c Rename DIV operator to INTDIV by Matthew Haddon · 2 years, 10 months ago
35. 82ad4d6 Set TILE multiple to one if input dimension is large by Matthew Haddon · 2 years, 10 months ago
36. a9d5395 Restore expectedFailure to test description files by Jared Smolens · 2 years, 10 months ago
37. acb550f Replace node level check ASSERT_MSG_NODE()/FATAL_ERROR_NODE() with REQUIRE() or ERROR_IF() by Kevin Cheng · 3 years ago
38. 68e7aee Make MATMUL output shape random by Matthew Haddon · 2 years, 11 months ago
39. 818ab90 Produce Concat tests with multiple input tensors by Matthew Haddon · 3 years ago
40. a901740 Support int4 weights read. Added conv2d int8xint4 in test generation. by Kevin Cheng · 3 years ago
41. 7ffccce test gen PAD agPad fix to cover all pad values by Les Bell · 3 years ago
42. cac4ee9 Add support for UINT8 by Matthew Haddon · 3 years ago
43. 2a29dc6 fully_connected test OC independent of input shape by Les Bell · 3 years ago
44. 33d837e fix output type for resize in test gen by Les Bell · 2 years, 11 months ago
45. 30e4680 fix quantization zero-point generation by Les Bell · 3 years ago
46. 18e2666 Fix random INT4 and INT8 dtype ranges and clamp attrs by Jeremy Johnson · 3 years ago
47. a44ac5e Fix bug causing test generator to create unused input tensor by Matthew Haddon · 3 years ago
48. f54d8a2 Add INT8 table operator support to test generator. by Jeremy Johnson · 3 years ago
49. 43e3719 Make operator tests follow consistent naming scheme by Matthew Haddon · 3 years ago
50. 97eb75f Allow selection of higher rank tests using --target-rank by Jeremy Johnson · 3 years ago
51. 5fc4e68 Fix bug causing reshape rank not to match test description. by Matthew Haddon · 3 years ago
52. 2ad047d Fix bug causing identical reshape permutations by Matthew Haddon · 3 years ago
53. a618557 Fix transpose test gen of permutations & rank by Jeremy Johnson · 3 years ago
54. 82507d7 Update to use new serialization_lib API. by Kevin Cheng · 3 years ago
55. 2d60f00 adding batch dimension to MatMul. by Kevin Cheng · 3 years, 1 month ago
56. cd79f0e Rewrite model frontend to be json-driven. by Kevin Cheng · 3 years, 1 month ago
57. 47315e1 Fix typo in DIV unit test generator by Kevin Cheng · 3 years, 2 months ago
58. 14d7f7a Update to v0.22.0 by Kevin Cheng · 3 years, 2 months ago
59. 573ecd4 Re-order TOSA unit tests to match the spec ordering by Jared Smolens · 3 years, 4 months ago
60. 989cb05 Support mixed-precision input tensors for TOSA unit test. by Kevin Cheng · 3 years, 2 months ago
61. 550ccc5 Replace serialization/ and verif/ with MLPlatform's serialization_lib submodule by Kevin Cheng · 3 years, 4 months ago
62. 2a76ad2 Update DTypes for TOSA ops, test rig fixes by Jared Smolens · 3 years, 4 months ago
63. 3a47857 Remove AINT8 by Kevin Cheng · 3 years, 5 months ago
64. e2e13cd TOSA Unit Test updates by Jared Smolens · 3 years, 5 months ago
65. 77d0f76 Update reference model/serialization library to 0.21.0 with unit tests added/updated by Kevin Cheng · 3 years, 7 months ago
66. aee1fac Implement and add unit tests for MUL and ARITHMETIC_RIGHT_SHIFT by Kevin Cheng · 3 years, 8 months ago
67. e5e2676 Initial checkin of TOSA reference_model and tests by Eric Kunze · 3 years, 9 months ago