Age | Commit message (Collapse) | Author |
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in nearest mode
Note:
- align_corners and half_pixel can both be true in nearest mode for tfl
but not tf
- this is inconsistent between tf and tfl
Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: Ib396f994874904e017e0d696f70370bd51d60161
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Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I6fa14e9dbe7c0cd21156a5779d68fd473af322f2
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Also add input size = 1 in the shape list, and extend scaling to
1x, 2x and 3x, so that the cases of broadcasting, power-of-two
scaling, no-scaling (e.g. 1x1 -> 1x1), scaling accuracy (3x) can
be tested. Since the scalar tensor is tiny, should not noticeably
impact the execution time of the framework test.
Change-Id: Iec53da3cbb60e087077d6e2d8eb205e76e6c1313
Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
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Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: If18fc61514cbc2d31a15ed7dd87147b0d8e69f16
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Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
Change-Id: Ifb3ed9c448005d6d53c5d0938b5146003a26e8a3
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* 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
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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
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Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
Change-Id: I4a49f45aa73044aff5b0a8b3dba58c1f52c1ae21
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Change-Id: I4f967ce2dfb0cb44dc58307170fd9306a0ea1ed5
Signed-off-by: James Ward <james.ward@arm.com>
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* Conformance regen required for tosa-bi: conv2d conv3d depthwise_conv2d transpose_conv2d
* Include bug fix for testGen.makeShape()
* Include json changes to limit size of tests which now have ofm_depth > 1
Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: Ic8221b9a742f5737df523997bee7260f4dfcdef3
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I44ad6513fad831ff50fcc5ab801b46a5bf25d0a8
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I2c1e87ec586195f82e97bbc70e4e2bc18cd2cc88
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Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I6c2087c94c2c024aabc2086d40cbca9c719c69dd
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* Add TOSA test coverage
* Add some basic error checking
Signed-off-by: Luke Hutton <luke.hutton@arm.com>
Change-Id: Ib02df7319954a2dcb915e5f5a70699ca398fd483
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Due to change in generator creating different test patterns.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I58224dc117c766b22fccd418f64004aea31905b5
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Includes:
* FFT2d reference implementation
* Basic TOSA tests
Change-Id: Ie79fcb713542345d550ec013646810c1e890e388
Signed-off-by: Luke Hutton <luke.hutton@arm.com>
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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
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Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I874c87745b929f9808a5e45490042420a57b22f7
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Iefd8490d9eedc76d199d36943b87c99e4dd97612
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Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: If67f503a1848967bc1671646c3011d055b622c52
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Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I21b8f8139ce069d5fc6bbeabe292e3a44d99fe10
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* Add exclusion regex's to conformance generation
Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I15bef7451efd5662065060242d35bd7fa3381487
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Signed-off-by: Luke Hutton <luke.hutton@arm.com>
Change-Id: I11a891296a040f4e48187d0d51a4dd2c554805ac
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This fixes framework test generation when the "optimized"
kernel mode option is not selected. As a result, the
optimized RFFT2d kernel is used when generating tests in
the reference kernel mode to prevent "op not found"
errors.
Signed-off-by: Luke Hutton <luke.hutton@arm.com>
Change-Id: Ice18bfa08c46e237e39c99f849622bf99d9b849c
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The result comparison between Tensorflow runtime and the reference
model hasn't been checked as the sign operator is not supported by
the native TFLite runtime. That said, since the generated tosa ops
for tf.sign and tfl.sign is identical, the correctness presumably
can be proved by the result from tf.sign.
Change-Id: I72eb415df7fb6ca4dc9103f9ddc7104b0ba39234
Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I4d4834260698db75427590c0a8b80cc3c824ef3b
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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
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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
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Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: Ief60ae8fa490ded21aa77726d738565be5f8d91c
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* Existing float attributes now serialized as bytes
Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I415276706b9daf0893e3a59189f387f872ff07c2
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Signed-off-by: Luke Hutton <luke.hutton@arm.com>
Change-Id: I342a162e252c8527d5b318ceaf5f1de70fa5dc34
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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
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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>
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I8d478b7bd13559ea37e27f77b05ee5db56c8f9e3
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I7276dc686d8d18ba44663b73e35ceca2a1cbaadf
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Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I440590fa59433b9ddc1934188f2b34b377129c1f
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Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I75d6280ecb5219d50c91d14029e90ff3a2f6eb06
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Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I1eb4fbadb9117e28f87a36ee828d65d896d834f0
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Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I2ee6d4f706958b6261fd41dd245a3d01d3f8cecf
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* Also include test_select improvements
Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I306a8ed57975bc429d6cd5a8a24777b889593ddf
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Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I6824e30cece291fceaedd727132a6b211762baa9
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Although the legalization is currently supported in the TFLite
runtime, the tests were missing from the reference model.
Signed-off-by: Luke Hutton <luke.hutton@arm.com>
Change-Id: Iae3cd54f145f69a84943867b418063a4d4109d87
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Must seperate conformance generation by profile to stop desc.json
being incorrectly overwritten by different profile information.
Change-Id: Iead01c9fcc659e48ef1d350a860b03c2b0a05ffa
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
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Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I7280b3bf31aa377a6f6af7713627f34eb445e689
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TRANSPOSE
Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I626d9ece0290c5104c9ac42d20be2f9db1e55fa7
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Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I44c0843fa049546582ca1111795342d5035a329c
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Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I908d88ddf7c52d98ce6d533396b5c439f15750f5
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tosa-verif-build-tests
- option for setting FP values range
- option for recursively finding tests
- change from os.path to Path
tosa_verif_result_check
- option to supply FP tolerance
- output difference and max tolerance on contents mismatch
- change from os.path to Path
MI conformance - contains examples of AVG_POOL2D and CONV2D tests
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I8e1645cd8f10308604400ea53eef723ca163eed7
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Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
Change-Id: Ib894e50f4b869a3f4936885704995a417ea25eef
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* 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
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