TOSA Reference model 1.0.0 rc0 Release Notes

Alignment to the specification for attributes/inputs.
  RESIZE, MUL

Update to support changes to CONV operators to have accumulator size as
an attribute and corresponding output type changes.

Add support for new SIN/COS operators.

Conformance testing now accounts for the new profiles and extensions.
Supported profiles and extension information is now generated to enable
filtering at test runtime.

Significant increase in floating-point testing. Main compliance test
suite covers all operators

Alignment to changes in TOSA serialization
Bugfixes and other improvements.
  1. 9c2fe6e Conformance simple backward version and binary files support by Jeremy Johnson · 9 months ago
  2. e2b5e87 Support for compliance checking testing by Jeremy Johnson · 10 months ago
  3. bb0935f Update verifier library data-type support by Jeremy Johnson · 10 months ago
  4. f0348ea Refactor path arguments to tosa-tools by Jeremy Johnson · 9 months ago
  5. f9c0cee Add 0-rank tensor support for concat in framework test by Won Jeon · 9 months ago
  6. cf84bc9 [reference_model] Support StatefulOps and the tests for CallOnceOp by Tai Ly · 10 months ago
  7. 48df8c7 Build compliance verifier library with a python interface. by Jeremy Johnson · 10 months ago
  8. 51779fd Restore coverage for conformance MATMUL by Jeremy Johnson · 10 months ago
  9. 76c6a55 Fixes for conformance generator tags and test selection by Jeremy Johnson · 10 months ago
  10. 1271c44 Initial lazy data-gen and compliance test build support by Jeremy Johnson · 10 months ago
  11. 77fc614 Add desc.json schema validation with compliance/data_gen extensions by Jeremy Johnson · 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. a21b2e8 Add DIM operator to reference model by Won Jeon · 11 months ago
  15. e024748 Remove `"` from the search pattern `"tosa.*"` by TatWai Chong · 1 year, 1 month ago
  16. 898d3a2 Re-write json2numpy tests by Jeremy Johnson · 11 months ago
  17. c1d1c63 Deprecation of parts of TOSA conformance by Jeremy Johnson · 11 months ago
  18. 3403ded Update Framework compiler script by Eric Kunze · 11 months ago
  19. 55363fd Update serialization library submodule by Jeremy Johnson · 11 months ago
  20. 97b0027 Update framework tools to add name in json by Eric Kunze · 11 months ago
  21. 95961cc Add Verif Conformance README by Jeremy Johnson · 1 year, 1 month ago
  22. c1e1343 Update flatbuffer version and fix json2numpy test by Eric Kunze · 11 months ago
  23. 6c93f41 Fix size mismatch of placeholders for broadcast fuzzing by Won Jeon · 12 months ago
  24. dd14c1b Add reference model framework test for INT8 squared difference by Won Jeon · 12 months ago
  25. d69e283 Enable framework generator to save numpy files in native dtypes by Jerry Ge · 12 months ago
  26. e2325d1 Add a parameter to tensor generation function to disable fuzzing by Won Jeon · 1 year, 1 month ago
  27. 78155c6 Add support for ERF operator to reference model by Won Jeon · 1 year, 1 month ago
  28. fe36fa9 Add tf broadcast-to testing by Tai Ly · 1 year, 1 month ago
  29. abdac23 Fix framework test generator with custom_shapes by Jerry Ge · 1 year, 1 month ago
  30. 135c955 Add ERROR_IF to incorrect broadcast shapes by Jerry Ge · 1 year, 1 month ago
  31. cb7201e Add accumtype to tf/tfl framework tests by Jerry Ge · 1 year, 1 month ago
  32. 5dd5a55 Support custom_shapes for framework test generation by Jerry Ge · 1 year, 1 month ago
  33. 264f7fa Add support for one dimension of size -1 in ReshapeOp by Jerry Ge · 1 year, 2 months ago
  34. 7e59681 8K level: rank 6 ARGMAX tests by Jeremy Johnson · 1 year, 2 months ago
  35. 0bd4ec8 Refactor ref_model rank checking and add level check to argmax by Jerry Ge · 1 year, 2 months ago
  36. a4d748b [reference model] Add precise mode by Tai Ly · 1 year, 3 months ago
  37. 0c71686 8K levels: Tensor op tests kernel/stride at 8192 maximums by Jeremy Johnson · 1 year, 3 months ago
  38. b209970 8K level: RESIZE scaling at 64 maximum by Jeremy Johnson · 1 year, 3 months ago
  39. a793f46 Add level checking to TOSA Ref model by Jerry Ge · 1 year, 3 months ago
  40. 714aa60 Add framework tests for tfl.real and tfl.imag by Luke Hutton · 1 year, 5 months ago
  41. fd05bb3 8K level: rank 6 tests support using generator groups by Jeremy Johnson · 1 year, 5 months ago
  42. b1f2501 Add positive/negative random number generator for Rsqrt by Jerry Ge · 1 year, 4 months ago
  43. 4ca8f64 Add CONST INT48 support to conformance. by Jeremy Johnson · 1 year, 4 months ago
  44. e81b2ba Update framework test choices - SPLIT, RESIZE by Jeremy Johnson · 1 year, 4 months ago v0.60.2
  45. 762418f Remove 1x7x7x479 from the test size list by Eric Kunze · 1 year, 4 months ago v0.60.1
  46. 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
  47. 2eea5bf Add framework tests for TFL.Relu0To1Op by Jerry Ge · 1 year, 9 months ago
  48. 0cef07e Refactor resize test builder by TatWai Chong · 1 year, 4 months ago
  49. a56e137 Add test case against Add Quantized Int8 by Jerry Ge · 1 year, 4 months ago
  50. 6ad6d6e Extend reduce_all to test with tflite by TatWai Chong · 1 year, 8 months ago
  51. 0df72e9 CONV2D/CONV3D/DEPTHWISE_CONV2D Test Regen for ofm_depth bugfix by James Ward · 1 year, 4 months ago
  52. a4e48ca Update rank limits for SLICE, TILE and TRANSPOSE by Luke Hutton · 1 year, 4 months ago
  53. 2226f90 Extend pad tests to include quantized type and explicit pad value. by TatWai Chong · 1 year, 4 months ago
  54. 681e0a8 Create MI tests for Tensors: TRANSPOSE_CONV2D by James Ward · 1 year, 4 months ago
  55. 30124a8 Bug fixes for max-batch-size/ofm-depth by James Ward · 1 year, 5 months ago
  56. c5d7593 Create MI tests for Tensor: FFT2D & RFFT2D by Jeremy Johnson · 1 year, 4 months ago
  57. ae7a81c Create MI tests for Tensor: CONV3D by Jeremy Johnson · 1 year, 5 months ago
  58. ae25b93 Create MI tests for Tensors: DEPTHWISE_CONV2D by James Ward · 1 year, 5 months ago
  59. 6587242 Add tests for INT48 CONST support by Luke Hutton · 1 year, 4 months ago
  60. 6013685 Select new TFLite SPLIT tests by Jeremy Johnson · 1 year, 5 months ago
  61. 5728713 Add FFT2d to the reference model by Luke Hutton · 1 year, 5 months ago
  62. dd3e9aa Adjust ERROR_IF tests generated for tosa-mi profile by Jeremy Johnson · 1 year, 5 months ago
  63. 8384a6f Create MI tests for Tensors: AVG_POOL2D, FULLY_CONNECTED, MATMUL by James Ward · 1 year, 5 months ago
  64. 9165b9a Create MI tests for Tensor: CONV2D by Jeremy Johnson · 1 year, 5 months ago
  65. d34b3fc Remove accumulator attributes from all but AVG_POOL2D by James Ward · 1 year, 5 months ago
  66. 512c1ca Create MI tests for Reduction: REDUCE_SUM, REDUCE_PRODUCT by James Ward · 1 year, 5 months ago
  67. 736fd1a Create MI tests for Type Conversion: CAST by James Ward · 1 year, 5 months ago
  68. 2138a19 Add framework tests for tfl.atan2 by Luke Hutton · 1 year, 6 months ago
  69. 5c84421 Add RFFT2d to optimized only kernel list by Luke Hutton · 1 year, 5 months ago
  70. d713a4d Add framework test for math.sign by TatWai Chong · 1 year, 8 months ago
  71. fac5c31 Create MI tests for Comparison: EQUAL, GREATER, GREATER_EQUAL by Jeremy Johnson · 1 year, 5 months ago
  72. 35396f2 Create MI tests for EW Unary: LOG, RECIPROCAL, RSQRT, EXP by Jeremy Johnson · 1 year, 6 months ago
  73. 261b7b6 Add RFFT2d to the reference model by Luke Hutton · 1 year, 6 months ago
  74. c253e64 Create MI tests for Data Layout: SLICE by James Ward · 1 year, 5 months ago
  75. 3407125 Create MI tests for Activation: CLAMP; Data Layout: PAD by James Ward · 1 year, 7 months ago
  76. 657af86 Add framework tests for tf.sin and tf.cos by Luke Hutton · 1 year, 6 months ago
  77. 9e94af8 Reference model update for control flow operators support by Jerry Ge · 1 year, 8 months ago
  78. dd8d9c2 Create MI tests for EW Binary: ADD, SUB, MUL by Jeremy Johnson · 1 year, 7 months ago
  79. 6ffb7c8 Create MI tests for EW Binary: POW by Jeremy Johnson · 1 year, 7 months ago
  80. 05c711e Add extra control flow ERROR_IF tests by Jeremy Johnson · 1 year, 7 months ago
  81. 7f1ea8e Create MI tests for Image: RESIZE by James Ward · 1 year, 7 months ago
  82. b45db9a Create MI tests for Activation: SIGMOID, TANH by James Ward · 1 year, 7 months ago
  83. 2a27c8f Create MI tests for EW Ternary: SELECT by James Ward · 1 year, 7 months ago
  84. 71616fe Create MI tests for EW Unary: ABS, CEIL, FLOOR, NEGATE by James Ward · 1 year, 7 months ago
  85. 635bc99 Create MI tests for Reduction: REDUCE_MIN, REDUCE_MAX by James Ward · 1 year, 7 months ago
  86. b9c3a63 Create MI tests for EW Binary: MINIMUM, MAXIMUM by James Ward · 1 year, 7 months ago
  87. 4160186 Add framework tests for tfl.sin and tfl.cos by Luke Hutton · 1 year, 7 months ago
  88. d88c3b3 Fix conformance desc.json contains correct profiles by Jeremy Johnson · 1 year, 7 months ago
  89. 542dd3b Create MI tests for Data Nodes: CONST, IDENTITY by James Ward · 1 year, 7 months ago
  90. f089099 Create MI tests for Data Layout: CONCAT, PAD, RESHAPE, REVERSE, SLICE, TILE, TRANSPOSE by James Ward · 1 year, 7 months ago
  91. 990cc4b Create MI tests for Scatter/Gather: SCATTER, GATHER by James Ward · 1 year, 7 months ago
  92. 52ac9d6 Create MI tests for Tensors: ARGMAX, MAX_POOL2D by James Ward · 1 year, 7 months ago
  93. e4b08ff Initial set up of Main Inference conformance test gen by Jeremy Johnson · 1 year, 10 months ago
  94. 41a04fe Add framework test for tfl.prelu by TatWai Chong · 1 year, 8 months ago
  95. 24dbc42 Add BF16 support to reference model by James Ward · 1 year, 8 months ago
  96. 3b0544c Add TILE bool tests & rename CAST/RESCALE tests by Jeremy Johnson · 1 year, 8 months ago
  97. bc2a3db Rename FLOAT type to FP32 by Jeremy Johnson · 1 year, 9 months ago
  98. 93d4390 Minor fixes & add FP16 support to refmodel testing and conformance gen by Jeremy Johnson · 1 year, 9 months ago
  99. 8b39043 Reference model changes for fp16 support by James Ward · 1 year, 11 months ago
  100. a0848c6 Add CONST testing to Numpy refmodel tests by Jeremy Johnson · 1 year, 10 months ago