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author | Jeremy Johnson <jeremy.johnson@arm.com> | 2023-11-02 17:16:25 +0000 |
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committer | Eric Kunze <eric.kunze@arm.com> | 2023-11-10 16:35:17 +0000 |
commit | aee62afba99a74f772b97356fd4c18f3fdf37073 (patch) | |
tree | 47c7f0bc619ae44332f58c786b52460b40bc1a97 /verif/generator/tosa_test_gen.py | |
parent | bfc53031803338d9f0866f88f1d2deffd4928bcc (diff) | |
download | reference_model-aee62afba99a74f772b97356fd4c18f3fdf37073.tar.gz |
Main Compliance testing for FULLY_CONNECTED
Updated shapes to meet MIN_DOT_PRODUCTS.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I82297917c009b3120306f8a9bb965209d109ef8d
Diffstat (limited to 'verif/generator/tosa_test_gen.py')
-rw-r--r-- | verif/generator/tosa_test_gen.py | 32 |
1 files changed, 21 insertions, 11 deletions
diff --git a/verif/generator/tosa_test_gen.py b/verif/generator/tosa_test_gen.py index 3180cf5..d1fe11d 100644 --- a/verif/generator/tosa_test_gen.py +++ b/verif/generator/tosa_test_gen.py @@ -1086,21 +1086,23 @@ class TosaTestGen: def build_fully_connected( self, op, - ifm, - filter, - bias, - accum_dtype, + inputs, + args_dict, validator_fcns=None, error_name=None, qinfo=None, ): - result_tens = OutputShaper.fullyConnectedOp( + assert len(inputs) == 3 + ifm, filter, bias = inputs + accum_dtype = args_dict["acc_type"] + + result_tensor = OutputShaper.fullyConnectedOp( self.ser, self.rng, ifm, filter, accum_dtype, error_name ) # Invalidate Input/Output list for error if checks. input_list = [ifm.name, filter.name, bias.name] - output_list = [result_tens.name] + output_list = [result_tensor.name] pCount, cCount = op["operands"] num_operands = pCount + cCount input_list, output_list = TosaErrorIfArgGen.eiInvalidateInputOutputList( @@ -1115,10 +1117,10 @@ class TosaTestGen: input_shape=ifm.shape, input_dtype=ifm.dtype, weight_dtype=filter.dtype, - output_shape=result_tens.shape, - output_dtype=result_tens.dtype, + output_shape=result_tensor.shape, + output_dtype=result_tensor.dtype, qinfo=qinfo, - result_tensors=[result_tens], + result_tensors=[result_tensor], input_list=input_list, output_list=output_list, num_operands=num_operands, @@ -1130,7 +1132,12 @@ class TosaTestGen: attr.FullyConnectedAttribute(qinfo[0], qinfo[1]) self.ser.addOperator(op["op"], input_list, output_list, attr) - return result_tens + + compliance = self.tensorComplianceMetaData( + op, ifm.dtype, args_dict, result_tensor, error_name + ) + + return TosaTestGen.BuildInfo(result_tensor, compliance) def build_matmul( self, op, inputs, args_dict, validator_fcns=None, error_name=None, qinfo=None @@ -3077,7 +3084,7 @@ class TosaTestGen: "build_fcn": ( build_fully_connected, TosaTensorGen.tgFullyConnected, - TosaTensorValuesGen.tvgDefault, + TosaTensorValuesGen.tvgLazyGenDefault, TosaArgGen.agFullyConnected, ), "qgen": TosaQuantGen.qgConv, @@ -3091,6 +3098,9 @@ class TosaTestGen: TosaErrorValidator.evWrongInputList, TosaErrorValidator.evWrongOutputList, ), + "data_gen": { + "fp": (gtu.DataGenType.DOT_PRODUCT,), + }, }, "matmul": { "op": Op.MATMUL, |