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path: root/verif/frameworks/tensor_gen.py
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2023-01-24Add RFFT2d to the reference modelLuke Hutton
Includes: * RFFT2d reference implementation * TFLite framework tests * Basic TOSA tests * Serialization submodule upgrade with support for FFT/RFFT Signed-off-by: Luke Hutton <luke.hutton@arm.com> Change-Id: I2a687e9cf87fb62a26160ea52439ba9830bea36e
2023-01-13Reference model update for control flow operators supportJerry Ge
Rationale for making this change: - In the original design, for control flow operators like WhileOp, child blocks couldn't read the tensor variables (global consts) in the root level block, this patch added the machanism for child blocks to access their parent level block's tensors. - This change also relies on another serialization change on adding another layer of abtraction called Region: - Serialization patch: [region] Add TosaSerializationRegion to serialization_lib - Updated the corresponding python version of the serialization code: TosaSerializerRegion to python version of serialization_lib - This change also relies on the TOSA MLIR Translator change: Add RegionBuilder to TOSA MLIR Translator - Added the WhileOp related test cases: While, LSTM, GRU, RNN - Other related fixes Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: I13ae33628ad07e41d248e88652ce1328654694ab
2022-08-29[Fix] Wrong dimension is inferred in tensor shape generationTatWai Chong
Signed-off-by: TatWai Chong <tatwai.chong@arm.com> Change-Id: I0bccfbe971f64986d71cef5a1d68daa7eb1697c4
2022-08-29Update framework test generator to support TF/TFL conv3d.TatWai Chong
Add a new attribute `rank` to indicate the testing dimension range of input tensor. Also fix a minor bug in the existing conv3d simulation. And relax rescale operator in the reference model to support 5-D input. Change-Id: Ib42fe513831dc83eb7f9af07e011787a6c752704 Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
2022-03-02Add framework unit test generation scriptsJeremy Johnson
And fixes in tosa_verif_run_tests: * support for no-color printing * stop double printing of error messages on verbose * differentiate result code pass from results check Change-Id: I26e957013a8d18f7d3d3691067dfb778008a1eea Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>