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2024-04-15[ref model] fix const/pad/clamp attribute serializationTai Ly
This changes to use native type serialization and deserialization for pad_const, clamp min_val/max_val and const data attribute values whereby fp16 values are stored as 2 bytes each, fp8 values are stored in 1 byte each, etc. Signed-off-by: Tai Ly <tai.ly@arm.com> Change-Id: Ia95d320fe8c546ce1d1ccc035d6e9bcaadcc9ca3
2024-04-02Show actual runtime value of shapeType tensorsJerry Ge
* Enable showing actual runtime shapeType tensor value when the --dump_intermediates=1 flag is on Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: Ibd5aa8aa27505364fbbf9d1addd0bdef0deda885
2024-03-17[ref model] Change Clamp and Pad attribute fieldsTai Ly
This implements changes due to ClampAttribute and PadAttribute field changes. Signed-off-by: Tai Ly <tai.ly@arm.com> Change-Id: Ide01e2a27fe3c1ea7794e7a4b6780b7eae436caf
2024-02-29Fix padding value for PAD op and tensor writing to npy for FP8Won Jeon
Signed-off-by: Won Jeon <won.jeon@arm.com> Change-Id: I55f663c19a1d2579d24b25c7f0d476e56e7e6dd2
2024-02-23Fix comparing unsigned int and int in slice evaluationTatWai Chong
also check if tensors of start and size are allocated. Change-Id: I6a72d11ebcb8d0725fe267058dfd792102459427 Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
2024-02-21Add support for FP8 to reference modelWon Jeon
Signed-off-by: Won Jeon <won.jeon@arm.com> Change-Id: I99b70f94aff2ccd4af64875697e124eb60bc5b08
2024-01-31Change the start and size of slice to tosa shape typeTatWai Chong
This offers dynamism support for slice op. Change-Id: I4521c072c663a01e03e575e0cbbc8671c832f646 Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
2024-01-30[ref model] Change PadOp's padding to ShapeTai Ly
Changed to use pad input of PadOp for testing. The pad input is now a tensor of tosa.shape type. moved padding error checking from checkTensorAttributes to eval modified pad's PadOutputShapeMismatch test generation to avoid generating output shapes with dimensions <= 0 Signed-off-by: Tai Ly <tai.ly@arm.com> Change-Id: I437c86d9a012903458a648667f6693db67b97d76
2024-01-18[reference model] Add shape operatorsTai Ly
- fixed up reshape conformance tests to use shape input instead of attribute - fixed up tile conformance tests to use shape input instead of attribute - fixed output and output rank of dim op - allow rank 0 and rank 1 tensors for tosa.shape values (for shape = {}) - added initialization of rank 0 const_shape tensors (for shape = {}) - Update conformance tests to use new rescale attributes Signed-off-by: Tai Ly <tai.ly@arm.com> Signed-off-by: Won Jeon <won.jeon@arm.com> Change-Id: I6cce0d2a9ab066fe20a2abf9d2cfde3eb3d8c18b
2023-12-14Remove inferred dimension from RESHAPEJeremy Johnson
Test generation changed to only produce static reshape tests Reference model changed to produce ERROR_IF on inferred shapes Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I92c92a40e7c0e457961bc654630040dff79a750b
2023-08-18Add DIM operator to reference modelWon Jeon
Signed-off-by: Won Jeon <won.jeon@arm.com> Change-Id: Iea11ee5d3d98773e9c5e9b827593c05afb41ce3b
2023-07-25Run clang-format and update copyrightJerry Ge
- Also added run clang-format to pre-commit runs Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: I4e59ac0afbaa30dce0773aa63d92a1a3b119e2f3
2023-05-17Add support for one dimension of size -1 in ReshapeOpJerry Ge
Signed-off-by: Jerry Ge <jerry.ge@arm.com> Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I0ef7607f4266296a1204c5cccdb5be36f345b5ba
2023-05-10Refactor ref_model rank checking and add level check to argmaxJerry Ge
Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: Iad035b31d5e5e83040068e6311501490765bfff7
2023-05-05[reference model] Add precise modeTai Ly
This adds --precise_mode=1 option to tosa_referece_model, which will cause reference model to convert all floating point tensors to FP64 tensors and compute all operators accordingly. Also adds optional -p arguments to test runners tosa_verif_run_tests.py and tosa_verif_framework_compiler_runner.py to run tests in precise mode Signed-off-by: Tai Ly <tai.ly@arm.com> Change-Id: I156055216ad61710096497a8fa1a653be2a602a3
2023-04-20Add level checking to TOSA Ref modelJerry Ge
Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: I5689d7c6b902a319a68fa4628b59e0bcc23aeca4
2023-02-28Update rank limits for SLICE, TILE and TRANSPOSELuke Hutton
Updated to align with corresponding changes to the spec. In addition, some ERROR_IF tests have been updated to match the checks specified by the spec, including: PAD, SLICE, TILE, TRANSPOSE. Signed-off-by: Luke Hutton <luke.hutton@arm.com> Change-Id: Ie2c5f48e79a5610eb82739170e25057a63dac1d8
2023-01-19Create MI tests for Activation: CLAMP; Data Layout: PADJames Ward
* Existing float attributes now serialized as bytes Signed-off-by: James Ward <james.ward@arm.com> Change-Id: I415276706b9daf0893e3a59189f387f872ff07c2
2022-12-20Add explicit template instantiations for abstract classesJared Smolens
- Added missing explicit template instantiations for abstract operator base classes Change-Id: I5eb678837f0edaf9bad0f7358b05abc5e3246af4 Signed-off-by: Jared Smolens <jared.smolens@arm.com>
2022-12-09Fix reference model memory leaks for the following opsJerry Ge
- OpClamp - OpArithmeticRightShift - OpMul - OpTable - OpTranspose Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: Icb84a8a17c298b471a635310454775977a9133cb
2022-11-09Add BF16 support to reference modelJames Ward
* Upgrade Eigen to 3.4.0 (for bfloat16 support) and add work- arounds for reduce.any() and reduce.all() bugs (introduced between 3.3.7 and 3.4.0) * Truncation to bfloat16 now performed in eval() methods Signed-off-by: James Ward <james.ward@arm.com> Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: If5f5c988d76d3d30790acf3b97081726b89205fe
2022-10-13Rename FLOAT type to FP32Jeremy Johnson
Update tensor operations naming to state input type as TxT in all cases. Effects CONV2D, CONV3D, DEPTHWISE_CONV2D, FULLY_CONNECTED, TRANSPOSE_CONV2D. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ic959acfcb3aa0a910b33b774a5a85fac08219205
2022-10-11Reference model changes for fp16 supportJames Ward
Change-Id: I72f21fcfa153046274969d327313e3349981dbe6 Signed-off-by: James Ward <james.ward@arm.com>
2022-08-15Check that the shape calculation for PAD is correctEric Kunze
Matches a corresponding change to the specification Change-Id: If70356e0c78c1c88530e5d2f58bc50de864f249a Signed-off-by: Eric Kunze <eric.kunze@arm.com>
2022-06-15Remove quantization info from serialization attributesEric Kunze
Any needed information moves into the attributes for each operator. New serialization library version removes teh quantization information attributes from the schema Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: Icf6165687ab1fd34a01f64c01b0b92b2820e72fa
2022-06-07Change size check in TILE to ERROR_IFEric Kunze
Now corresponds with the ERROR_IF in the specification Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: I1f4e303c330d18661ca2e6ef65d0119baabedec6
2022-06-07Align the serialization schema with TOSA 0.24.0 specificationTatWai Chong
The operators are pool, conv, reshape, slice, transpose, and table. Signed-off-by: TatWai Chong <tatwai.chong@arm.com> Change-Id: I13f8d626df59be14361068222746347ba69d2fb5
2022-05-31Remove RESHAPE -1 dimensions supportJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I098daf49c92da12c07143cdd23ac9bb58acebbb9
2021-11-02more ERROR_IF fixesKevin Cheng
- TRANSPOSE: move perm attribute check to compile-time checker - TABLE: add output type checker Signed-off-by: Kevin Cheng <kevin.cheng@arm.com> Change-Id: I834a5f290fbc384ef339b624060e6e5c77072c36
2021-10-28Changes for 0.23.0 releaseKevin Cheng
- update serialization_lib hash - PAD: 1. make padding as an attribute instead of tensor. 2. add pad_const_int (for non-float type) / pad_const_fp (for float type) - TRANSPOSE: make perm as an attribute instead of tensor - TABLE: make table as attribute instead of tensor - update examples/ tests Signed-off-by: Kevin Cheng <kevin.cheng@arm.com> Change-Id: Iddc446db4b356ba2f36ea4a79b7220b9cfc2aa4e
2021-10-21Fix typo in Concat ERROR_IFKevin Cheng
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com> Change-Id: I37fa4fedbeb64c1e147f2b43f45cf8e25854256c
2021-10-18More ERROR_IF supportsKevin Cheng
- Also delay tensor allocation after operator being validated ERROR_IF can be caught first before 0 or negative dimension set the graph_status to UNPREDICTABLE - Rescale, Argmax, FullyConnected, Matmul, Pad, Reshape, Slice, Transpose, Clamp, Concat, Equal, Greater, GreaterEqual, Table Signed-off-by: Kevin Cheng <kevin.cheng@arm.com> Change-Id: I4e1b3e5794fe195ce1a37e28443ae584645a3b91
2021-08-20Replace node level check ASSERT_MSG_NODE()/FATAL_ERROR_NODE() with REQUIRE() ↵Kevin Cheng
or ERROR_IF() - Adding return code enum class: {VALID, UNPREDICTABLE, ERROR} - Runtime errors (e.g. memory allocation failure) will abort immediately, or will return one of the three return codes Part of the codes are re-written to pass REQUIRE() to the top-level (e.g. apply_scale_32/16()) - Update setExpectedFailure() to setExpectedReturnCode() on test generation script - Update test regression script to interface with reference model change Signed-off-by: Kevin Cheng <kevin.cheng@arm.com> Change-Id: Ia063c936bcb2a54d6e379a5bb6801aa72d1186f1
2021-04-30Concat takes variadic inputsKevin Cheng
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com> Change-Id: Ic8fe6e1fd899b41d444fd4f477d0f515ce0e9cc9
2021-02-01Remove AINT8Kevin Cheng
- Updated C and Py serialization libraries, updated licence files - Removed AINT8 from TOSA reference tests Signed-off-by: Kevin Cheng <kevin.cheng@arm.com> Signed-off-by: Jared Smolens <jared.smolens@arm.com> Change-Id: I860bfeaad5a075e50f569c8f6861927ebacf1378
2020-10-14Initial checkin of TOSA reference_model and testsEric Kunze
Change-Id: I2f8e7fa63e2ae40203e57d2cc8814bde3b312cb6 Signed-off-by: Eric Kunze <eric.kunze@arm.com>
generated by cgit v1.2.1 (git 2.23.0) at 2024-06-04 17:14:00 +0000