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path: root/ethosu/vela/tosa_mapping.py
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2022-12-22MLBEDSW-7203: Data type alias deprecationsRickard Bolin
Deprecation of some data type aliases in NumPy version 1.24.0 caused Vela to crash when using Python version 3.8 or above. Replaced the deprecated aliases. Signed-off-by: Rickard Bolin <rickard.bolin@arm.com> Change-Id: Ide167ee864a340194ec5e69537c8718192c78ace
2022-11-16MLBEDSW-6620: Update copyright notice and yearsRickard Bolin
- Update copyright notices to use SPDX format and add OSS mail as contact. - Update years on files where it had been missed. Signed-off-by: Rickard Bolin <rickard.bolin@arm.com> Change-Id: I7e9715ea4e17b76252728c708e46df12ad67ab1f
2022-04-04vela: Minor refactordev/mlbedsw-6271Tim Hall
- Changed comments to docstring on QuantizationParams - Simplified op type to op name conversion Signed-off-by: Tim Hall <tim.hall@arm.com> Change-Id: I2fdf5922cc17944c9bd37917a85fdfe50a1e651d
2021-10-06TOSA: Update to new schemaPatrik Gustavsson
Update based on schema corresponding to TOSA conformance tests release v0.5. Signed-off-by: Patrik Gustavsson <patrik.gustavsson@arm.com> Change-Id: I517cd5d86ddb3ed8c0f377b4462466387dc3af44
2021-10-01TOSA: Add support for Identity operationPatrik Gustavsson
Added support for Identity operation. Signed-off-by: Patrik Gustavsson <patrik.gustavsson@arm.com> Change-Id: If00b30528932f7531807ce3914d6c1875ab72fa4
2021-09-15TOSA: Support for TABLE operator (int8)Patrik Gustavsson
Added support to map TABLE operator to LUT. Limitations: -Only supported for int8 -TABLE input must be constant This also adds the support for TFLite legalisation of Tanh/Sigmoid (int8/uint8). Signed-off-by: Patrik Gustavsson <patrik.gustavsson@arm.com> Change-Id: I1a95f61fb02fdd42c4a690494418cc0765c8b275
2021-09-09TOSA: Add support for PADPatrik Gustavsson
Added support for TOSA PAD operator in line with legacy support Limitations: -Rank <= 4 -N = 1 if Rank = 4 for ifms/ofm -only padding in W and H dimensions -bool_t not supported Signed-off-by: Patrik Gustavsson <patrik.gustavsson@arm.com> Change-Id: I511608202b4c9bf6d86285b559c517fb41741fdf
2021-09-07TOSA: Added RESHAPE, SLICE and CONCATPatrik Gustavsson
Added support for Data layout ops RESHAPE, SLICE and CONCAT. -No support for bool_t -Support limited to Rank <= 4 and N = 1 Signed-off-by: Patrik Gustavsson <patrik.gustavsson@arm.com> Change-Id: I487ac494b6506a2a6ba947ee758aa193194dd796
2021-09-03TOSA: Added support for ADD, SUB and MULPatrik Gustavsson
Added support for ADD, SUB and MUL Signed-off-by: Patrik Gustavsson <patrik.gustavsson@arm.com> Change-Id: I52acdc126b16e2cf4096bcf7a77023ea7d204998
2021-09-03TOSA: Added Depthwise supportPatrik Gustavsson
This is mainly to add support for depthwise conv2d with dephmultiplier = 1. (But there are no testcases suited, all I have sourced has depth_multiplier set to 2, which is not supported.) -Added support for depthwise conv2d. -Added support for removing Transpose of constant data -Added support for removing reshape Signed-off-by: Patrik Gustavsson <patrik.gustavsson@arm.com> Change-Id: I143e6246becfa78fd9f7510af0bf0d6b3fbbf2c7
2021-08-11MLBEDSW-4838 TOSA const data input changesPatrik Gustavsson
Adoptions related to changes for constant data in TOSA. Constant data not longer stored in .npy files, but within the .tosa-file. Signed-off-by: Patrik Gustavsson <patrik.gustavsson@arm.com> Change-Id: Ia1148c2f8b783b3926a1ee0b9ad0a3aeff9d22f5
2021-07-09MLBEDSW-4840 Move setting of input indices to tflite readerPatrik Gustavsson
Mapping to internal input indexing has been added to tflite_reader.py and tosa_reader.py. And the other way around in tflite_writer.py. Signed-off-by: Patrik Gustavsson <patrik.gustavsson@arm.com> Change-Id: I4d8596e747cfa7c4203884c4e785eb1977e2bcc1
2021-07-08MLBEDSW-4838 Added basic TOSA support.Patrik Gustavsson
Added basic TOSA support, enabling Vela to read and compile a .tosa file corresponding to CONV2D + Rescale + Clamp, and writing it to an optimized .tflite file. The optimized .tflite file, will in this case, hold a commandstream where the Rescale and Clamp has been fused into the CONV2D. The optimized tflite file is not output from Vela. -Added support to read .tosa file into Vela internal structure. - Added tosa_reader.py, tosa_mapper.py and helper files stored under tosa/ - Support for this limited to ~10 ops -Added reader_util.py for functions common for TOSA and TFLite -Added tosa_graph_optimiser.py -Added support to fuse Rescale into convolution -Modified handling for padding -Added support to fuse Clamp to previous op -Added graph_optimiser_util.py -Moved functions common for TOSA/TFLite graph optimization to this file. -Renamed graph_optimiser.py to tflite_graph_optmiser.py -Added separate tosa_supported_operators.py -Added supported_operator_util.py -For functions in common for TOSA/TFLite Signed-off-by: Patrik Gustavsson <patrik.gustavsson@arm.com> Change-Id: Ic3c540504ec8c5eb4771397fdc6882050ecf33ab
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