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2024-01-23Update RESHAPE and TILE conformance testingWon Jeon
Signed-off-by: Won Jeon <won.jeon@arm.com> Change-Id: Iaf59472cb32e03a92bad87ae9dba1b7548f20268
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
2024-01-18Main Compliance testing for TILEJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I7f7449c652844097fec6226bcc32ca765b40bc04
2024-01-17Main Compliance testing for CONCATJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: If08c560eac171124641dac66d7de9d5053db72df
2024-01-17Main Compliance testing for SELECTJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I7276f2db39e67314c950e972cc1a97b7796dcd18
2024-01-11Add support for precise mode in eager runnerFabrizio Indirli
Add support for Fp64 tensors in the eager runner's helper functions, when precise mode is enabled. Signed-off-by: Fabrizio Indirli <Fabrizio.Indirli@arm.com> Change-Id: Ib737c0d18fb1c7ac40ce6ea03a4fbcefae88ba5c
2024-01-11CLAMP limits should be expressed in in_out_tEric Kunze
int8/int16 should be used for the clamping, not int32_t Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: I18209ca76cc83d95dc61f20f88344aafdbd72033
2024-01-10CMake update to quiet warningsEric Kunze
Update the minimum cmake version to 3.16 and set policy CMP0135 Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: Idd96c7a318f9458e39d38cd07cf29b9ac6ee63ad
2024-01-08Main Conformance: Add CONV2D f32 test with zero paddingJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I466c1a8cb7c4cb3a8f6f18cf9885e7eb5e9819dd
2024-01-08Main compliance: Fix CONV2D weight generationJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I7b0b14475fc4397baa404d57e03d6ca2f73ea746
2024-01-08Main Compliance: REDUCE_PRODUCT supportJeremy Johnson
Update and fix REDUCE_PRODUCT compliance verify lib support. Added compliance test generation with data range to not cause infs. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I3b3004c6caa80d97e330a6393f435f5270b56e21
2024-01-08Main Conformance: Re-adjust TANH compliance checkJeremy Johnson
Add lower bound to ABS ERROR checks to allow for cancellation of small values in error bounds checking. Re-adjust the error bounds multiplier to match the specification. Fix up naming of verify library info structs. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I3e178c3d7d59fef9c3696178646b23ed2a3ffc61
2024-01-05Remove operators APIDmitrii Agibov
The operators API generated by the script is no longer used and could be removed from the project. Signed-off-by: Dmitrii Agibov <dmitrii.agibov@arm.com> Change-Id: Ia611b069463b3aded7d6546987c2323674184673
2024-01-05Fix dynamic_input_shape referenced before assignment errorJerry Ge
- Found the error for framework test generator when it's not generating dynamic_shaped tests Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: I54bf1422026f7f962d3f6ed0be9bd2e4dade14c5
2024-01-03Fix Cast Float to Int overflowsJerry Ge
- For Casting from Float to Integers, if the input float is greater than INT_MAX, an overflow will happen when calling rint which causes the clipplings to be ineffectives - Moved all the range checks and clippings before rint to avoid this issue Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: Ic189d59685b6d36464e3ef26766665148a660a14
2023-12-15Fix Cast FP32 to Int32 OverflowJerry Ge
- With input of 2147483648.00, the output overflows to -2147483648 - The root cause is the following: - std::rint still returns float, the existing implementation is forcing a cast from that float to int32_t - when the input is over INT32_MAX, the output right after rint will overflow which casues the clipplings later to be ineffective - Instead, perform the range check before rint Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: Ib5a8cfd98aea17e326f8b11097beeb2d2b3efac9
2023-12-15Add basic framework test cases for dynamic shapesJerry Ge
- Added a basic infrastructure for allowing generate network with dynamic_shapes - Added tests cases for - batch_to_space - depth_to_space, space_to_depth - linear Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: Ie3f13231a74485df64b852f554cfe65e995f0d03
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
2023-12-14Main Compliance testing for SCATTER and GATHERJeremy Johnson
Added indices shuffling and random INT32 support to generate lib with testing of these new random generator modes Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I058d8b092470228075e8fe69c2ededa639163003
2023-12-12Add interface to model runner to run a basic blockEric Kunze
Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: Ife703534594713616a992c460d201a8666c7b770
2023-12-12Main Conformance: Adjust TANH compliance valueJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I35d14e3e9f80198c1da3d267f12bc7a9a055e698
2023-12-11Enforce no output rewrite REQUIRE in SCATTERJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I3555e7216d403d436bf6e39d4b16bb000645c4bb
2023-12-11Rectify coverage loss due to FP16 complianceJeremy Johnson
Operator coverage restored/improved: * REDUCE_SUM * AVG_POOL2D * FULLY_CONNECTED Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ie622b2f97b5c34971fdde5b20df3d616171ac11f
2023-12-07Add support for list of tensors as input parameterDmitrii Agibov
Some operators (e.g. Concat) expect list of tensor as an input parameter. Currently operators API does not support passing such parameters from the client code. In order to enable it: - Add new type tensor_list_t - Update operators API generation script to support new type - Add unit test for operator Concat Signed-off-by: Dmitrii Agibov <dmitrii.agibov@arm.com> Change-Id: Ib2f61bcea5e5ecabf56ce031d905cb46a4cc68ea
2023-12-06Add support for int16_t inputs in eager interfaceGeorgios Pinitas
Implement support of int16_t inputs through int32_t underlying storage buffers. Values are upcasted/downcasted as needed through explicit copy. Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I3752d98531c859002539bf1cb65413ceeff05e95
2023-12-05Fix Format Specifiers for MUL REQUIRES outputJack Frankland
Use platform agnostic format specifiers for `int64_t`. Change-Id: I002d94c1a0c0431ec09fc165a584a8f4b3ddc17d Signed-off-by: Jack Frankland <jack.frankland@arm.com>
2023-12-04Path fixes for ref model and librariesJeremy Johnson
Support relative desc.json paths in refmodel of just "desc.json". Catch when generate and verify library paths are None and provide help in tosa_verif_check_result. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ie52ac399ea002e5fcdcc1eec3d9df6153a778e88
2023-12-04Change TANH, SIGMOID to ABS_ERROR complianceJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Icf04afc7fdae8f506ba4710aaa085d6ea53bb5bf
2023-12-04Main Compliance FP16 support - generate and verify.Jeremy Johnson
FP16 support for all existing operators for compliance: * DOT_PRODUCT * ULP * EXACT * ABS_ERROR Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I8d25448a793375b53880da3787d8f839767f02cf
2023-12-04Main Compliance testing support for RESHAPEJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I750ef5d3c95daca10e7717437ed375a81b434582
2023-11-30Main Compliance testing support for CASTJeremy Johnson
Limit CAST input tensor to maximums of output type to avoid saturation and infinity. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I33350a4ce0ec828da7d2e7aa8cd3183a89a97431
2023-11-30Adjust random data ranges for Main Compliance to avoid FP inf and nanJeremy Johnson
POW - there are now 3 test sets to cover random ranges. Also added ROUND mode to data generator to force integer exponent values. LOG, EXP, RSQRT, REDUCE_SUM & FULLY_CONNECTED - have had their ranges reduced for each test. Fix generate library configuration defaults and checks. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ie5d3bd78f690cc787a2ca4eb9b4bd6808bd9238c
2023-11-28Fix Fast Fourier Transforms in operator APIDhruv Chauhan
* Change ignore list in generate_api.py to generate operators information. * Fix serialization attributes mapping for operator FFT and RFFT * Add a unit test for Fft2d and Rfft2d operator Change-Id: I3ad7a77a3c46aa586834188bab42cbdcc423e834 Signed-off-by: Dhruv Chauhan <dhruv.chauhan@arm.com>
2023-11-23Main Compliance testing support for COMPARISON opsJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Id6229cfaccad866b110630119eb045dbf6453bf5
2023-11-23Main Compliance testing support for LOG and ACTIVATIONsJeremy Johnson
Increase exp2 allowed range to account for denormals. Minor adjustments to verify to match spec updates for pseudo code. Set ranges of activation function inputs to match spec. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I6fcf665932ac2c9080e284b865da8f7746801f59
2023-11-23Verify library fix to only accept FP64 ref dataJeremy Johnson
Make test_verif_result_check output to only say result files are non-compliant as it may not be implmenetation result issues. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I14d10a7ee3aeff7802b6b173280d9f2054760a08
2023-11-23Main Compliance testing support for AVG_POOL2DJeremy Johnson
Fix test set 4 to have more symmetrical data set for AVG_POOL2D. Increased size of AVG_POOL2D test shapes to meet MIN_DOT_PRODUCTS. Print out sign of bias magnitude in verify library to help debugging. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Icf139cf5788cbc68f2c537567bdfb4cfe31274df
2023-11-22Correct Fully Connected Validation LogicJack Frankland
The bias operand of the fully connected operator must be a 1D tensor either equal to the output channel size or of size 1. Previously we asserted the former case, we now include the second case. Signed-off-by: Jack Frankland <jack.frankland@arm.com> Change-Id: I07dbc8a3aa1650703e5c50e1e7f36bb9539fd5db
2023-11-16Support loading shared libraries for custom operatorsJerry Ge
- Add a new command line option to allow users to specify a custom defined dll library - Add a custom registry to store all registered libraries - Add a dummy example (custom_op_example.cpp) for demonstrating this new feature Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: I7c360835933f77e33fcbd772cabfe01d82282d47
2023-11-16[reference_model] add local_bound attribute to test_genTai Ly
Signed-off-by: Tai Ly <tai.ly@arm.com> Change-Id: I9b87d1ad0f09648d07a6ecfc2075a174a9d04a3d
2023-11-16Fix FP16, BF16 data ranges for conformance testsJeremy Johnson
Enable use of data ranges for old data gen path as well as the new generate library path, so that FP16 and BF16 test data is produced within the correct ranges. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I749870a3112f8c3a75f4d16b8322c813fbf977cd
2023-11-16Main Compliance testing support for EXP & POWJeremy Johnson
Added new ABS_ERROR mode to verify lib and ref model. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ifb78290675833d3df7df91a4d6cef336b02b64a4
2023-11-16Main Compliance testing for simple UNARY opsJeremy Johnson
For RECIPROCAL, RSQRT, CEIL, FLOOR, ABS, NEGATE & IDENTITY. Improved ULP informational output. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I49644573b4c9a30b2b9d6c9624f2a1d46976a378
2023-11-15Pin numpy version for compatibility.Jeremy Johnson
For Tensorflow 2.12 support. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ica00d7d1f8e71a036dbc78a0fab786e4a14945d5
2023-11-14[reference_model] Add local_bound supportTai Ly
Add support for local_bound attributes. Signed-off-by: Tai Ly <tai.ly@arm.com> Change-Id: Ie1acb65ca2495fb7d1512bf120568c695635d631
2023-11-10Main Compliance testing for FULLY_CONNECTEDJeremy Johnson
Updated shapes to meet MIN_DOT_PRODUCTS. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I82297917c009b3120306f8a9bb965209d109ef8d
2023-11-10Main Compliance testing support for ARGMAX, REDUCE_SUM/MAX/MINJeremy Johnson
Add extra tests for FP32 REDUCE_SUM that meet MIN_DOT_PRODUCTS. Plus improved dot product test generation skip information. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ia8198a9500ddddfc86c5bb84230b9a4edf5ffd50
2023-11-10Main Compliance testing support for ADD, SUB, MINIMUM and MAXIMUMJeremy Johnson
Added main inference compliance mode data generation and verification. Improved error reporting in tosa_verif_build_tests. Fixed pseudo random invalid range check. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ib538b5999444d67704ebc322be3c7becbe5ad206
2023-11-10[fix] Fix the parsing failure during splitting multiple files to the argumentTatWai Chong
The second parameter of std::string::substr holds the number of characters to include in the substring, rather than the index of the end of the capture. Change-Id: Ie8c36efcb1850fcc1f44d430569f18646f6bfd45 Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
2023-11-02Main compliance testing support for MULJeremy Johnson
Update verify ULP mode to allow fractions (e.g. 0.5). Update pseudo generator to accept ranges. Fix up pseudo random distribution based on ranges. Change-Id: I9168c5f7d37722678c0f1f9e906953c8cec367b1 Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
generated by cgit v1.2.1 (git 2.23.0) at 2024-05-28 15:13:07 +0000