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path: root/verif/conformance/tosa_main_profile_ops_info.json
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2024-02-08Main Compliance: Add RESIZE supportJeremy Johnson
Add RELATIVE verify mode for RESIZE. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I4fe352579507211dae7a048bf080c24426ce42a2
2024-02-08Main Compliance: RFFT2D supportJeremy Johnson
Correct ref model to produce imaginery values of zero as specification indicates at certain output positions. Fix up precise and abs modes for RFFT2D in ref model to produce correct results and bounds using abs weights. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I33767e4219a260278f7933f28b1799223a95a3cc
2024-02-08Main Compliance testing for CONV3Devacha01
Signed-off-by: evacha01 <evan.chandler@arm.com> Change-Id: Ie05f88db15cd07fd5483ab669329d7048bd3349c
2024-02-07Main Compliance: FFT2D supportJeremy Johnson
Improve access to DOT_PRODUCT generator index and location for debugging. Enable multiple result files for compliance and improve output. Fix up precise and abs modes for FFT2D in ref model to produce correct results and bounds using abs weights. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ide0c9f9f80397e5f1e07ca30a1036d6014b5784d
2024-02-06Main Compliance testing for TRANSPOSE, REVERSE, and CONSTevacha01
Signed-off-by: evacha01 <evan.chandler@arm.com> Change-Id: I95b931c032ce16c56ee05caab4dd26ea89557b3c
2024-01-30Main Compliance: TRANSPOSE_CONV2D supportJeremy Johnson
Update data generator for main compliance values. Add test generation support. Fixed test set by including large 65k tests that were missing. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I8668c774e01c17e5d999aadf99c317e2dd893857
2024-01-30Main Compliance: DEPTHWISE_CONV2D supportJeremy Johnson
Added DEPTHWISE_CONV2D data generation. Updated test generation for FP16 and FP32. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I0471d0a1e4e279a27233f4d285082906ceea1bff
2024-01-29Main Compliance testing for SLICEevacha01
Signed-off-by: evacha01 <evan.chandler@arm.com> Change-Id: Ib9d0abe0bd8826ca5ac051a5fe6ba18e1ba727f1
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
2024-01-08Main 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: 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
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
2023-12-11Rectify 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
2023-12-04Main 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
2023-11-23Main 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
2023-11-23Main 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
2023-11-16Main 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
2023-11-10Main 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
2023-11-02Main 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>
2023-11-02Compliance mode testing for CONV2DJeremy Johnson
Added CONV2D data generation. Updated verify dot product check to latest specification. Updated test generator and python datagenerator library to create const files during test generation. Add support for compliance test sets to conformance test_select. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I5be3b761a1e3ef259c058e493877cd5a89d5778b
2023-10-26Compliance testing support for MAX_POOL2D & PADJeremy Johnson
Added Pseudo Random number generator in generate library. Enabled MAX_POOL2D, PAD FP32 tests to use new generator and compliance. Fixed verify library exact mode to expect reference data as FP64. Simplified tosa_verif_build_tests internal interfaces for new tests. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Icc0ffa924cf38107c3a212efd452c47a650c9d98
2023-10-24Improve conformance backward version supportJeremy Johnson
Turn off ARGMAX rank 6 tests for v0.60.0 Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I535b7887a9db099d39ad943e151f870ebc716791
2023-09-13Restore coverage for conformance MATMULJeremy Johnson
Increase size of tensor dimensions to meet compliance size needs. Also improve warning output about this size requirement. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I9dc2b8dab05a1bac0083cdca9d99845c287d3ce9
2023-09-07Initial lazy data-gen and compliance test build supportJeremy Johnson
Add initial support for compliance and lazy data-gen meta data added to desc.json for MATMUL. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I00c047814134a96d7c98d890e93b5884e25b8e64
2023-08-18Add DIM operator to reference modelWon Jeon
Signed-off-by: Won Jeon <won.jeon@arm.com> Change-Id: Iea11ee5d3d98773e9c5e9b827593c05afb41ce3b
2023-06-29Add support for ERF operator to reference modelWon Jeon
Signed-off-by: Won Jeon <won.jeon@arm.com> Change-Id: Ib42b867287b83a183a0d0fb1f1eb29974f58fae4
2023-04-118K level: rank 6 tests support using generator groupsJeremy Johnson
Split generation of conformance tests into groups to avoid a change in existing tests selection * A standard group is used for the normal/default conformance tests * An 8k level group covers the extension of testing for 8k level * Other arbitrary groups can be created and the group names will be used to tag the tests, so that in the future they could be filtered Group selection criteria is in a new dictionary * A default selection config is used for generation groups * But a different config can be used for a particular generation group Added parameter sparsity for pad of rank6 and above, and further parameter sparsity options to test_select to limit number of tests selected. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ib9f1185c0ae6d0957df2116411c17e958157c6d3
2023-03-01CONV2D/CONV3D/DEPTHWISE_CONV2D Test Regen for ofm_depth bugfixJames Ward
* Restricting size of tensors due to expanded values of ofm_depth Signed-off-by: James Ward <james.ward@arm.com> Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I582d8f0073c2d01244976f8e2e14783b506d8091
2023-02-22Create MI tests for Tensors: TRANSPOSE_CONV2DJames Ward
Change-Id: I4f967ce2dfb0cb44dc58307170fd9306a0ea1ed5 Signed-off-by: James Ward <james.ward@arm.com>
2023-02-22Create MI tests for Tensor: FFT2D & RFFT2DJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I44ad6513fad831ff50fcc5ab801b46a5bf25d0a8
2023-02-22Create MI tests for Tensor: CONV3DJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I2c1e87ec586195f82e97bbc70e4e2bc18cd2cc88
2023-02-22Create MI tests for Tensors: DEPTHWISE_CONV2DJames Ward
Signed-off-by: James Ward <james.ward@arm.com> Change-Id: I6c2087c94c2c024aabc2086d40cbca9c719c69dd
2023-02-07Adjust ERROR_IF tests generated for tosa-mi profileJeremy Johnson
So they do not overwrite tosa-bi tests, ops affected: NEGATE, TILE, REDUCE_MIN, REDUCE_MAX, RESIZE, SCATTER, GATHER Update test-select exclude-patterns to work with ERRORIF tests. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Idb0d26512ce9a48f6d868663a630e343c8785899
2023-02-06Create MI tests for Tensors: AVG_POOL2D, FULLY_CONNECTED, MATMULJames Ward
Signed-off-by: James Ward <james.ward@arm.com> Change-Id: I874c87745b929f9808a5e45490042420a57b22f7
2023-02-06Create MI tests for Tensor: CONV2DJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Iefd8490d9eedc76d199d36943b87c99e4dd97612
2023-02-02Create MI tests for Reduction: REDUCE_SUM, REDUCE_PRODUCTJames Ward
Signed-off-by: James Ward <james.ward@arm.com> Change-Id: I21b8f8139ce069d5fc6bbeabe292e3a44d99fe10
2023-01-31Create MI tests for Type Conversion: CASTJames Ward
* Add exclusion regex's to conformance generation Signed-off-by: James Ward <james.ward@arm.com> Change-Id: I15bef7451efd5662065060242d35bd7fa3381487
2023-01-25Create MI tests for Comparison: EQUAL, GREATER, GREATER_EQUALJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I4d4834260698db75427590c0a8b80cc3c824ef3b
2023-01-25Create MI tests for EW Unary: LOG, RECIPROCAL, RSQRT, EXPJeremy Johnson
Also fix the ERROR_IF conformance test generator to apply correct operator filtering to create the tests. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I5788932e3529ec9386900623b20c22c98e4201b7
2023-01-23Create MI tests for Data Layout: SLICEJames Ward
Signed-off-by: James Ward <james.ward@arm.com> Change-Id: Ief60ae8fa490ded21aa77726d738565be5f8d91c
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
2023-01-04Create MI tests for EW Binary: ADD, SUB, MULJeremy Johnson
Add option to control negative tests dim range to stop ERROR_IF test clashes between profiles. Change-Id: I1f806934480cc32b95e80613c66fecb1e6ff5426 Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
2023-01-04Create MI tests for EW Binary: POWJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I8d478b7bd13559ea37e27f77b05ee5db56c8f9e3
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