diff options
Diffstat (limited to 'verif/tosa_test_gen.py')
| -rw-r--r-- | verif/tosa_test_gen.py | 54 |
1 files changed, 30 insertions, 24 deletions
diff --git a/verif/tosa_test_gen.py b/verif/tosa_test_gen.py index 9555195..a19c5f4 100644 --- a/verif/tosa_test_gen.py +++ b/verif/tosa_test_gen.py @@ -502,30 +502,36 @@ class TosaArgGen: assert len(ifm_shape) == 5 assert len(filter_shape) == 5 - # Generate basic argument list now - # TODO: increase coverage - s = [1, 1, 1] - p = [0, 0, 0, 0, 0, 0] - d = [1, 1, 1] - arg_list.append( - ( - "st{}{}{}_pad{}{}{}{}{}{}_dilat{}{}{}".format( - s[0], - s[1], - s[2], - p[0], - p[1], - p[2], - p[3], - p[4], - p[5], - d[0], - d[1], - d[2], - ), - [s, p, d], - ) - ) + # Generate comprehensive argument list + p_range = [x for x in range(0, testGen.args.max_conv_padding + 1)] + paddings = [x for x in itertools.product(*([p_range] * 6))] + s_range = [x for x in range(1, testGen.args.max_conv_stride + 1)] + strides = [x for x in itertools.product(*([s_range] * 3))] + d_range = [x for x in range(1, testGen.args.max_conv_dilation + 1)] + dilations = [x for x in itertools.product(*([d_range] * 3))] + + # There are too many parameter combinations, so generate them sparsely + # To get a variety of parameter combinations sparsity should not be a multiple of 2, or 3 + # TODO: make sparsity a CLI option + sparsity = 37 + n = 0 + + for s in strides: + for p in paddings: + for d in dilations: + if n % sparsity == 0: + arg_list.append( + ( + "st{}_pad{}_dilat{}".format( + "".join([str(x) for x in s]), + "".join([str(x) for x in p]), + "".join([str(x) for x in d]), + ), + [s, p, d], + ) + ) + n += 1 + return arg_list @staticmethod |