diff options
Diffstat (limited to 'verif')
| -rw-r--r-- | verif/conformance/README.md | 59 | ||||
| -rw-r--r-- | verif/conformance/tosa_base_profile_framework_ops_info.json | 273 | ||||
| -rw-r--r-- | verif/conformance/tosa_base_profile_ops_info.json | 4186 | ||||
| -rw-r--r-- | verif/conformance/tosa_main_profile_ops_info.json | 3805 | ||||
| -rw-r--r-- | verif/conformance/tosa_verif_conformance_generator.py | 27 |
5 files changed, 20 insertions, 8330 deletions
diff --git a/verif/conformance/README.md b/verif/conformance/README.md index 5bededd..8ac4d63 100644 --- a/verif/conformance/README.md +++ b/verif/conformance/README.md @@ -2,25 +2,24 @@ This directory contains the scripts and data files to generate the conformance tests. -The data files are in JSON format and they describe what tests to create and/or select from the `tosa_verif_build_tests` and `tosa_verif_framework_*` generator scripts. +The data files are in JSON format and they describe what tests to create and/or select from the `tosa_verif_build_tests` generator script. ## JSON files ### TOSA ops -Naming: `tosa_PPP_profile_ops_info.json` +Naming: `tosa_ext_profile_ops_info.json` Contains a dictionary of operator names. -Where `PPP` is the profile subset of either `base` for all integer tests, or `main` for all floating point tests. Each operator entry contains: * "group" - name of the group this operator is in, in the spec -* "profile" - list of profiles that this operator covers * "gen_filter" - optional filter string for op to give to tosa_verif_build_tests - defaults to "^opname$" -* "support_for" - optional list of supported creation modes out of: +* "support_for" - optional list of supported creation modes (for FP tests only) out of: * lazy_data_gen - data generation just before test run - * generator_select - use generator selector instead of conformance test_select + * stable_random_gen - more stable method of generation of tests + * random_const_inputs - random choice of const or input tensor per op * "generation" - dictionary of test generation details - see below * "selection" - dictionary of test selection details - see below @@ -28,11 +27,16 @@ In the generation dictionary each entry is a name for a generation group - a set of tests generated together and then selected from using the selection criteria. -Each generation group is a dictionary that contains: +Each generation group is a dictionary that contains some ways to control when the generation group is run: +* "supports_all" - list of profiles and/or extensions that must all be chosen for generation +* "supports_any" - list of profiles and/or extensions that individually can be chosen for generation * "from_version" - optional version string for when the tests have been introduced in TOSA of the form "vM.mm.p" where `M` is the major version, `mm` is the minor version and `p` is the patch version + +Other dictionary entries in a generation group are: + * "no_negative_tests" - optional "true" indicator that no negative tests are relevant/generated * "negative_dim_range" - optional range of dimensions for negative tests * "generator_args" - list of argument lists to supply to the `tosa_verif_build_tests` (see that tool for more details) @@ -43,8 +47,9 @@ In the selection dictionary each entry is a name for a selection criteria - ther Each selection criteria is a dictionary that contains: * "all": "true" - to select all tests (and not use test_select) +* "generator_select" - optional "true" to use generator selector instead of conformance test_select -or for operators that have "support_for" "generator_select": +for selection criteria that has "generator_select" set: * "permutes" - optional list of parameters whose values are to be permuted, the default is ["rank", "dtype"] * "maximum" - optional number - at most "maximum" tests (not including specific tests) will be captured per permuted "permutes" value, effects "full_params" as well @@ -53,7 +58,7 @@ or for operators that have "support_for" "generator_select": * "groups" - optional list of parameters that should be considered as a grouping of tests and treated as one test for "sparsity" and "specifics" * "num_errorifs" - optional value of error_if tests to keep per error_if case, the default is 1 -or for other operators it defaults to the old test select (more information for each entry in `test_select.py`): +or for other select criteria it defaults to the old test select (more information for each entry in `test_select.py`): * "params" - optional dictionary with mappings of parameter names to the values to select * "permutes" - optional list of parameter names to be permuted @@ -63,39 +68,3 @@ or for other operators it defaults to the old test select (more information for before permutes are applied) * "errorifs" - optional list of ERRORIF case names to be selected after exclusion (negative tests) -### Framework ops - -DEPRECATED - not supported for conformance testing. - -NOTE: Currently assumed all framework ops will be TFLite. - -Naming: `tosa_PPP_profile_framework_ops_info.json` - -Contains a dictionary of operator names. -Where `PPP` is the profile subset of either `base` for all integer tests, or `main` for all floating point tests. - -Each operator entry contains: - -* "tests" - list of tests to be part of conformance -* "profile" - list of profiles that these tests cover -* "alternate_names" - optional list of names that are used by the framework test generator and can be renamed to the operator name. - -Example: -``` - "average_pool_2d": { - "alternate_names": [ - "avg_pool2d" - ], - "tests": [ - "average_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11", - "average_pool_2d_1x4x8x19_qi16_st21_padSAME_kern22", - "average_pool_2d_1x7x7x9_qi8_st22_padSAME_kern11", - "average_pool_2d_1x32x32x8_qu8_st12_padVALID_kern12", - "average_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21" - ], - "profile": [ - "tosa-bi", - "tosa-mi" - ] - }, -```
\ No newline at end of file diff --git a/verif/conformance/tosa_base_profile_framework_ops_info.json b/verif/conformance/tosa_base_profile_framework_ops_info.json deleted file mode 100644 index 5d7e4a3..0000000 --- a/verif/conformance/tosa_base_profile_framework_ops_info.json +++ /dev/null @@ -1,273 +0,0 @@ -{ - "add": { - "tests": [ - "add_1_qi16", - "add_1x32x32x8_qi8" - ], - "profile": [ - "tosa-bi", - "tosa-mi" - ] - }, - "average_pool_2d": { - "alternate_names": [ - "avg_pool2d" - ], - "tests": [ - "average_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11", - "average_pool_2d_1x4x8x19_qi16_st21_padSAME_kern22", - "average_pool_2d_1x7x7x9_qi8_st22_padSAME_kern11", - "average_pool_2d_1x32x32x8_qu8_st12_padVALID_kern12", - "average_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21" - ], - "profile": [ - "tosa-bi", - "tosa-mi" - ] - }, - "concatenation": { - "tests": [ - "concatenation_concat_13x21x3_i32_axis_0", - "concatenation_concat_14x19_i32_axis_1", - "concatenation_concat_1x32x32x8_i32_axis_2", - "concatenation_concat_64_i32_axis_m1", - "concatenation_concatv2_13x21x3_i32_axis_1", - "concatenation_concatv2_1x32x32x8_i32_axis_m2", - "concatenation_concatv2_1x7x7x9_i32_axis_m3", - "concatenation_concatv2_64_i32_axis_0" - ], - "alternate_names": [ - "concat", - "concatv2" - ], - "profile": [ - "tosa-bi", - "tosa-mi" - ] - }, - "conv_2d": { - "alternate_names": [ - "conv2d" - ], - "tests": [ - "conv_2d_1x1_1x4x8x19_qu8_st11_padVALID_dilat21", - "conv_2d_3x3_1x7x7x9_qi8_st12_padVALID_dilat11", - "conv_2d_5x5_1x32x32x8_qu8_st11_padSAME_dilat22", - "conv_2d_bias_1x1_1x32x32x8_qi8_st11_padVALID_dilat12", - "conv_2d_bias_5x5_1x7x7x9_qu8_st22_padSAME_dilat12", - "conv_2d_relu_1x1_1x32x32x8_qi8", - "conv_2d_relu_3x3_1x4x8x19_qu8", - "conv_2d_relu6_3x3_1x8x4x17_qi8", - "conv_2d_relu6_5x5_1x4x8x19_qu8", - "conv_2d_relu_n1_to_1_3x3_1x32x32x8_qu8", - "conv_2d_relu_n1_to_1_5x5_1x7x7x9_qi8", - "conv_2d_tanh_3x3_1x7x7x9_qi8", - "conv_2d_tanh_5x5_1x32x32x8_qu8" - ], - "profile": [ - "tosa-bi", - "tosa-mi" - ] - }, - "depthwise_conv_2d": { - "alternate_names": [ - "depthwise_conv2d" - ], - "tests": [ - "depthwise_conv_2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat21", - "depthwise_conv_2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11", - "depthwise_conv_2d_5x5_1x32x32x8_qi8_st11_padSAME_dilat12", - "depthwise_conv_2d_bias_1x1_1x4x4x4_qu8_st11_padSAME_dilat11", - "depthwise_conv_2d_bias_3x3_1x32x32x8_qu8_st11_padVALID_dilat22" - ], - "profile": [ - "tosa-bi", - "tosa-mi" - ] - }, - "erf": { - "tests": [ - "erf_13x21x3_qu8", - "erf_14x19_qi8", - "erf_1x8x4x17_qi16" - ], - "profile": [ - "tosa-mi" - ] - }, - "fully_connected": { - "alternate_names": [ - "matmul" - ], - "tests": [ - "fully_connected_1x4x4x4_qi8", - "fully_connected_13x21x3_qu8", - "fully_connected_14x19_qi8" - ], - "profile": [ - "tosa-bi", - "tosa-mi" - ] - }, - "leaky_relu": { - "tests": [ - "leaky_relu_1_qi16_0", - "leaky_relu_14x19_qi8_0", - "leaky_relu_13x21x3_qu8_0", - "leaky_relu_1x4x8x19_qi16_0" - ], - "profile": [ - "tosa-bi", - "tosa-mi" - ] - }, - "logistic": { - "alternate_names": [ - "sigmoid" - ], - "tests": [ - "logistic_13x21x3_qu8", - "logistic_1x8x4x17_qi8", - "logistic_64_qi16" - ], - "profile": [ - "tosa-bi", - "tosa-mi" - ] - }, - "max_pool_2d": { - "alternate_names": [ - "max_pool2d" - ], - "tests": [ - "max_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11", - "max_pool_2d_1x4x4x4_qu8_st22_padVALID_kern22", - "max_pool_2d_1x4x8x19_qu8_st21_padVALID_kern22", - "max_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21", - "max_pool_2d_1x32x32x8_qi8_st12_padVALID_kern22" - ], - "profile": [ - "tosa-bi", - "tosa-mi" - ] - }, - "minimum": { - "alternate_names": [ - "min" - ], - "tests": [ - "minimum_1x4x4x4_i32", - "minimum_64_i32" - ], - "profile": [ - "tosa-bi", - "tosa-mi" - ] - }, - "mul": { - "tests": [ - "mul_13x21x3_qi16", - "mul_1x4x8x19_qu8" - ], - "profile": [ - "tosa-bi", - "tosa-mi" - ] - }, - "pack": { - "alternate_names": [ - "stack" - ], - "tests": [ - "pack_13x21x3_i32_axis0", - "pack_14x19_i32_axis1", - "pack_1x7x7x9_i32_axis2", - "pack_1x8x4x17_i32_axis4" - ], - "profile": [ - "tosa-bi", - "tosa-mi" - ] - }, - "reshape": { - "tests": [ - "reshape_14x19_i32_rank1", - "reshape_13x21x3_i32_rank3", - "reshape_1x32x32x8_i32_rank2" - ], - "profile": [ - "tosa-bi", - "tosa-mi" - ] - }, - "resize_bilinear": { - "alternate_names": [ - "resize" - ], - "tests": [ - "resize_bilinear_1x32x32x8_qi16_bilinear_align0_half1_scale3", - "resize_bilinear_1x4x4x4_qi8_bilinear_align1_half0_scale1" - ], - "profile": [ - "tosa-bi", - "tosa-mi" - ] - }, - "resize_nearest_neighbor": { - "alternate_names": [ - "resize" - ], - "tests": [ - "resize_nearest_neighbor_1x4x8x19_qu8_nearest_align0_half1_scale2", - "resize_nearest_neighbor_1x8x4x17_qi8_nearest_align0_half0_scale3" - ], - "profile": [ - "tosa-bi", - "tosa-mi" - ] - }, - "softmax": { - "tests": [ - "softmax_1_qi8", - "softmax_14x19_qi16", - "softmax_1x32x32x8_qu8" - ], - "profile": [ - "tosa-bi", - "tosa-mi" - ] - }, - "split": { - "tests": [ - "split_3x1x1x7_i32_splitv_axis0", - "split_13x21x3_i32_split3_axis1", - "split_1x4x8x19_i32_splitv_axis2", - "split_64_i32_split2_axis0" - ], - "profile": [ - "tosa-bi", - "tosa-mi" - ] - }, - "strided_slice": { - "tests": [ - "strided_slice_13x21x3_i32_perm0", - "strided_slice_14x19_i32_perm1", - "strided_slice_64_i32_perm3" - ], - "profile": [ - "tosa-bi", - "tosa-mi" - ] - }, - "tanh": { - "tests": [ - "tanh_13x21x3_qu8", - "tanh_14x19_qi8", - "tanh_1x8x4x17_qi16" - ], - "profile": [ - "tosa-mi" - ] - } -} diff --git a/verif/conformance/tosa_base_profile_ops_info.json b/verif/conformance/tosa_base_profile_ops_info.json deleted file mode 100644 index a26c4a7..0000000 --- a/verif/conformance/tosa_base_profile_ops_info.json +++ /dev/null @@ -1,4186 +0,0 @@ -{ - "abs": { - "group": "ew_unary", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "16,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int32", - "--target-shape", - "1,2,65533,1", - "--target-shape", - "1,65539,1,1,1" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "add": { - "group": "ew_binary", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "16,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int32", - "--target-shape", - "1,2,65533,1", - "--target-shape", - "1,65539,1,1,1" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "add_shape": { - "group": "shape", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "shape", - "--tensor-dim-range", - "1,16", - "--target-rank", - "1" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape" - ] - } - } - }, - "argmax": { - "group": "tensor", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--tensor-dim-range", - "32,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--num-rand-permutations", - "2" - ], - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--tensor-dim-range", - "1,32", - "--target-rank", - "4", - "--num-rand-permutations", - "2" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,3,1,65535", - "--target-shape", - "1,65538,1,2", - "--num-rand-permutations", - "2" - ] - ] - }, - "8k_level": { - "from_version": "v0.70.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--tensor-dim-range", - "1,10", - "--target-rank", - "5", - "--target-rank", - "6", - "--num-rand-permutations", - "2" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "arithmetic_right_shift": { - "group": "ew_binary", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "16,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,2,65533,1", - "--target-shape", - "1,65539,1,1,1" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type", - "rounding" - ] - } - } - }, - "avg_pool2d": { - "group": "tensor", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-shape", - "1,49,42,28", - "--target-shape", - "1,11,44,3", - "--allow-pooling-and-conv-oversizes" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,65535,5,1", - "--target-shape", - "1,3,65537,1", - "--allow-pooling-and-conv-oversizes" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "selector": "8k_level", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--tensor-dim-range", - "3,10", - "--level-8k-sizes" - ] - ] - } - }, - "selection": { - "default": { - "params": { - "shape": [], - "type": [ - "i8", - "i16" - ], - "kernel": [], - "stride": [], - "pad": [] - }, - "permutes": [ - "shape", - "type", - "pad" - ] - }, - "8k_level": { - "all": "true" - } - } - }, - "bitwise_and": { - "group": "ew_binary", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "int8", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,2,65536,1", - "--target-shape", - "1,65539,1,1,1" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "bitwise_not": { - "group": "ew_unary", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "2,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "int8", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,2,65537,1", - "--target-shape", - "1,65538,1,1,1" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "bitwise_or": { - "group": "ew_binary", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "3,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "int8", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,2,65538,1", - "--target-shape", - "1,65537,1,1,1" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "bitwise_xor": { - "group": "ew_binary", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "4,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "int8", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,2,65536,1", - "--target-shape", - "1,65536,1,1,1" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "cast": { - "group": "type_conversion", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "bool", - "--tensor-dim-range", - "16,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,1,65535,1,1", - "--target-shape", - "1,65538,1,2" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": { - "shape": [], - "type": [], - "output_type": [ - "outi8", - "outi16", - "outi32", - "outb" - ] - }, - "permutes": [ - "shape", - "type", - "output_type" - ] - } - } - }, - "clamp": { - "group": "activation", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--tensor-dim-range", - "20,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--tensor-dim-range", - "1,20", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,2,1,65536", - "--target-shape", - "1,3,65537,1,1" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "clz": { - "group": "ew_unary", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "16,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int32", - "--target-shape", - "1,2,65533,1", - "--target-shape", - "1,65539,1,1,1" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "concat": { - "group": "data_layout", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "bool", - "--tensor-dim-range", - "16,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--num-const-inputs-concat", - "3" - ], - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5", - "--num-const-inputs-concat", - "1" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,1,65535,1,1", - "--target-shape", - "1,65538,1,2", - "--num-const-inputs-concat", - "2" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6", - "--num-const-inputs-concat", - "2" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "concat_shape": { - "group": "shape", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "shape", - "--target-rank", - "1", - "--target-shape", - "1", - "--num-const-inputs-concat", - "2" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [] - } - } - }, - "cond_if": { - "group": "control_flow", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "gen_filter": "^cond_if", - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "bool", - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--target-rank", - "4" - ], - [ - "--target-dtype", - "int32", - "--target-shape", - "3,22,17,1,2" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "variant", - "shape", - "cond" - ] - } - } - }, - "const": { - "group": "data_nodes", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "bool", - "--target-dtype", - "int48", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "bool", - "--target-dtype", - "int48", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,1,65537,1,1", - "--target-shape", - "1,65530,1,2" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "const_shape": { - "group": "shape", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "shape", - "--target-rank", - "1", - "--target-shape", - "1" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [] - } - } - }, - "conv2d": { - "group": "tensor", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "gen_filter": "^conv2d", - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-shape", - "1,49,42,28", - "--target-shape", - "1,11,44,13", - "--tensor-dim-range", - "1,16", - "--allow-pooling-and-conv-oversizes" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,65535,3,1", - "--target-shape", - "1,2,65536,1", - "--max-conv-dilation", - "1", - "--tensor-dim-range", - "1,8", - "--allow-pooling-and-conv-oversizes" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "selector": "8k_level", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--tensor-dim-range", - "2,5", - "--level-8k-sizes" - ] - ] - } - }, - "selection": { - "default": { - "params": { - "shape": [], - "type": [ - "i8xi8", - "i16xi8", - "i8xi4" - ], - "kernel": [], - "stride": [], - "pad": [], - "dilation": [] - }, - "permutes": [ - "kernel", - "shape", - "type", - "pad" - ] - }, - "8k_level": { - "all": "true" - } - } - }, - "conv3d": { - "group": "tensor", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "gen_filter": "^conv3d", - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-shape", - "1,9,21,14,1", - "--target-shape", - "1,9,11,12,3", - "--tensor-dim-range", - "1,4", - "--allow-pooling-and-conv-oversizes" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,1,65535,2,1", - "--target-shape", - "1,1,2,65536,1", - "--max-conv-dilation", - "1", - "--tensor-dim-range", - "1,2", - "--allow-pooling-and-conv-oversizes" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "selector": "8k_level", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--tensor-dim-range", - "2,5", - "--level-8k-sizes" - ] - ] - } - }, - "selection": { - "default": { - "params": { - "shape": [], - "type": [ - "i8xi8", - "i16xi8", - "i8xi4" - ], - "kernel": [], - "stride": [], - "pad": [], - "dilation": [] - }, - "permutes": [ - "kernel", - "shape", - "type", - "pad", - "stride" - ] - }, - "8k_level": { - "all": "true" - } - } - }, - "depthwise_conv2d": { - "group": "tensor", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "gen_filter": "^depthwise_conv2d", - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-shape", - "1,9,44,3", - "--target-shape", - "1,11,33,4", - "--tensor-dim-range", - "1,16", - "--allow-pooling-and-conv-oversizes" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,65532,2,1", - "--target-shape", - "1,4,65537,1", - "--max-conv-dilation", - "1", - "--tensor-dim-range", - "1,16", - "--allow-pooling-and-conv-oversizes" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "selector": "8k_level", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--tensor-dim-range", - "2,5", - "--level-8k-sizes" - ] - ] - } - }, - "selection": { - "default": { - "params": { - "shape": [], - "type": [ - "i8xi8", - "i16xi8", - "i8xi4" - ], - "kernel": [], - "stride": [], - "pad": [], - "dilation": [] - }, - "permutes": [ - "kernel", - "shape", - "type", - "pad" - ] - }, - "8k_level": { - "all": "true" - } - } - }, - "dim": { - "group": "data_layout", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "from_version": "v0.80.0", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ] - ] - }, - "8k_level": { - "from_version": "v0.80.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "div_shape": { - "group": "shape", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "shape", - "--tensor-dim-range", - "1,16", - "--target-rank", - "1" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape" - ] - } - } - }, - "equal": { - "group": "comparison", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "16,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int32", - "--target-shape", - "1,2,65501,1", - "--target-shape", - "1,65541,1,1,1" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "fully_connected": { - "group": "tensor", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "444,1", - "--target-shape", - "3,65538", - "--tensor-dim-range", - "1,2" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "3,16", - "--target-shape", - "1,23", - "--tensor-dim-range", - "100,200" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "gather": { - "group": "scatter_gather", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "4,64", - "--max-batch-size", - "64" - ], - [ - "--target-dtype", - "int8", - "--tensor-dim-range", - "5,20", - "--target-shape", - "2,65533,1", - "--target-shape", - "1,2,65533", - "--target-shape", - "5000,1,1" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "greater": { - "group": "comparison", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "10,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,15", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int32", - "--target-shape", - "1,2,65530,1", - "--target-shape", - "1,65539,1,2,1" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "greater_equal": { - "group": "comparison", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "20,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,20", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int32", - "--target-shape", - "1,2,65533,1", - "--target-shape", - "1,65539,1,3,1" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "identity": { - "group": "data_nodes", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int4", - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "int48", - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,61", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "int4", - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "int48", - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,15", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,1,65536,1,1", - "--target-shape", - "1,65531,1,2" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "intdiv": { - "group": "ew_binary", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "16,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int32", - "--target-shape", - "1,65533,1", - "--target-shape", - "1,1,65539,1,1" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "logical_and": { - "group": "ew_binary", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "bool", - "--target-shape", - "1,65538,1", - "--target-shape", - "1,2,1,65536" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "logical_left_shift": { - "group": "ew_binary", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "16,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,65532,1,1", - "--target-shape", - "1,2,1,65538" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "logical_not": { - "group": "ew_unary", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "bool", - "--tensor-dim-range", - "2,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,15", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "bool", - "--target-shape", - "1,65537,1", - "--target-shape", - "1,2,1,65535" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "logical_or": { - "group": "ew_binary", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "bool", - "--tensor-dim-range", - "3,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,14", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "bool", - "--target-shape", - "1,65536,1", - "--target-shape", - "1,2,1,65537" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "logical_right_shift": { - "group": "ew_binary", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "25,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,25", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,1,65540,3", - "--target-shape", - "2,1,65530,1,1" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "logical_xor": { - "group": "ew_binary", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "bool", - "--tensor-dim-range", - "4,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "bool", - "--tensor-dim-range", - "3,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "bool", - "--target-shape", - "1,65539,1", - "--target-shape", - "1,2,1,65534" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "matmul": { - "group": "tensor", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--tensor-dim-range", - "16,64" - ], - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--tensor-dim-range", - "1,16" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,65532,1", - "--target-shape", - "1,2,65538", - "--target-shape", - "2000,1,1" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "maximum": { - "group": "ew_binary", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "16,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int32", - "--target-shape", - "1,2,65533,1", - "--target-shape", - "1,65539,1,1,1" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "max_pool2d": { - "group": "tensor", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-shape", - "1,4,75,3", - "--target-shape", - "1,11,44,1", - "--allow-pooling-and-conv-oversizes" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,65535,5,1", - "--target-shape", - "1,3,65537,1", - "--target-shape", - "1,3,2,1", - "--allow-pooling-and-conv-oversizes" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "selector": "8k_level", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--tensor-dim-range", - "3,10", - "--level-8k-sizes" - ] - ] - } - }, - "selection": { - "default": { - "params": { - "shape": [], - "type": [ - "i8", - "i16" - ], - "kernel": [], - "stride": [], - "pad": [] - }, - "permutes": [ - "shape", - "type", - "pad" - ] - }, - "8k_level": { - "all": "true" - } - } - }, - "minimum": { - "group": "ew_binary", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "16,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int32", - "--target-shape", - "1,2,65533,1", - "--target-shape", - "1,65539,1,1,1" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "mul": { - "group": "ew_binary", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "16,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,2,65500,1", - "--target-shape", - "1,68539,1,1,1" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type", - "perm", - "shift" - ] - } - } - }, - "mul_shape": { - "group": "shape", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "shape", - "--tensor-dim-range", - "1,16", - "--target-rank", - "1" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape" - ] - } - } - }, - "negate": { - "group": "ew_unary", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "22,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,22", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "3,1,65540,1", - "--target-shape", - "1,1,2,1,65531" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "pad": { - "group": "data_layout", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4" - ], - [ - "--target-dtype", - "int16", - "--tensor-dim-range", - "1,16", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,1,65537,1" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "selector": "8k_level", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ], - "sparsity": { - "pad": 15 - }, - "preselected": [ - { - "shape": "6", - "type": "i8", - "pad": "pad00" - } - ] - }, - "8k_level": { - "params": {}, - "permutes": [], - "sparsity": { - "pad": 3 - }, - "full_sparsity": "true" - } - } - }, - "reduce_all": { - "group": "reduction", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,32", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--target-rank", - "4" - ], - [ - "--target-dtype", - "bool", - "--target-shape", - "65530,1,1,1", - "--target-shape", - "2,65538,1,1" - ] - ] - }, - "8k_level": { - "from_version": "v0.80.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,10", - "--target-rank", - "5", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type", - "axis" - ] - } - } - }, - "reduce_any": { - "group": "reduction", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,32", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--target-rank", - "4" - ], - [ - "--target-dtype", - "bool", - "--target-shape", - "65530,1,1,1", - "--target-shape", - "2,65538,1,1" - ] - ] - }, - "8k_level": { - "from_version": "v0.80.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,9", - "--target-rank", - "5", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type", - "axis" - ] - } - } - }, - "reduce_max": { - "group": "reduction", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,32", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--target-rank", - "4" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "65530,1,1,1", - "--target-shape", - "2,65538,1,1" - ] - ] - }, - "8k_level": { - "from_version": "v0.80.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,11", - "--target-rank", - "5", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type", - "axis" - ] - } - } - }, - "reduce_min": { - "group": "reduction", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,24", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--target-rank", - "4" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,1,65538,1", - "--target-shape", - "2,65535,1,1" - ] - ] - }, - "8k_level": { - "from_version": "v0.80.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "2,10", - "--target-rank", - "5", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type", - "axis" - ] - } - } - }, - "reduce_sum": { - "group": "reduction", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,32", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--target-rank", - "4" - ], - [ - "--target-dtype", - "int32", - "--target-shape", - "3,65532,1,1", - "--target-shape", - "65536,1,1,2" - ] - ] - }, - "8k_level": { - "from_version": "v0.80.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,12", - "--target-rank", - "5", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type", - "axis" - ] - } - } - }, - "rescale": { - "group": "type_conversion", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "int48", - "--target-dtype", - "uint8", - "--target-dtype", - "uint16", - "--tensor-dim-range", - "16,32", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "int48", - "--target-dtype", - "uint8", - "--target-dtype", - "uint16", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,2,65533,1", - "--target-shape", - "1,65539,1,1" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "int48", - "--target-dtype", - "uint8", - "--target-dtype", - "uint16", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": { - "scale": [ - "sc0", - "sc0", - "sc1", - "sc1", - "sc1", - "sc1" - ], - "double_round": [ - "dr0", - "dr0", - "dr0", - "dr0", - "dr1", - "dr1" - ], - "per_channel": [ - "pc0", - "pc1", - "pc0", - "pc1", - "pc0", - "pc1", - "pc1" - ] - }, - "permutes": [ - "shape", - "type", - "output_type" - ] - } - } - }, - "reshape": { - "group": "data_layout", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "bool", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--target-rank", - "4", - "--num-rand-permutations", - "2" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,1,65535,1", - "--target-shape", - "1,65538,1,2", - "--num-rand-permutations", - "2" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,10", - "--target-rank", - "5", - "--target-rank", - "6", - "--num-rand-permutations", - "2" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type", - "rank", - "perm" - ] - } - } - }, - "resize": { - "group": "image", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,3,16383,1", - "--max-resize-output-dim", - "9500" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--level-8k-sizes", - "--tensor-dim-range", - "2,10", - "--num-rand-permutations", - "2" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "reverse": { - "group": "data_layout", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,32", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--target-rank", - "4" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,1,65535", - "--target-shape", - "1,65540,1,2" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,12", - "--target-rank", - "5", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "scatter": { - "group": "scatter_gather", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "4,64", - "--max-batch-size", - "64" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,65540,1", - "--target-shape", - "1,1,65533", - "--target-shape", - "3000,7,1" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "select": { - "group": "ew_ternary", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "bool", - "--tensor-dim-range", - "16,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,1,65535,1", - "--target-shape", - "1,65538,1,2", - "--num-rand-permutations", - "2" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "slice": { - "group": "data_layout", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "bool", - "--tensor-dim-range", - "16,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--num-rand-permutations", - "2" - ], - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--num-rand-permutations", - "2" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,1,65535,1", - "--target-shape", - "1,65538,1,2", - "--num-rand-permutations", - "2" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,10", - "--target-rank", - "5", - "--target-rank", - "6", - "--num-rand-permutations", - "2" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type", - "perm" - ] - } - } - }, - "sub": { - "group": "ew_binary", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "16,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int32", - "--target-shape", - "1,2,65533,1", - "--target-shape", - "1,65539,1,1,1" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int32", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "sub_shape": { - "group": "shape", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "shape", - "--tensor-dim-range", - "1,16", - "--target-rank", - "1" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape" - ] - } - } - }, - "table": { - "group": "ew_binary", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--tensor-dim-range", - "16,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,2,65536,1", - "--target-shape", - "1,65537,1,1,3" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--tensor-dim-range", - "1,10", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "tile": { - "group": "data_layout", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--tensor-dim-range", - "4,32", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--target-rank", - "4" - ], - [ - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,16", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--target-rank", - "4" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "65533", - "--target-shape", - "1,2,65540,1" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,10", - "--target-rank", - "5", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "transpose": { - "group": "data_layout", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-rank", - "1", - "--target-rank", - "2", - "--num-rand-permutations", - "2" - ], - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "bool", - "--target-rank", - "3", - "--target-rank", - "4", - "--num-rand-permutations", - "2" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,65537,1,2", - "--target-shape", - "65535,1,1,1", - "--num-rand-permutations", - "1" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--target-dtype", - "bool", - "--tensor-dim-range", - "1,10", - "--target-rank", - "5", - "--target-rank", - "6", - "--num-rand-permutations", - "2" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type", - "perm" - ] - } - } - }, - "transpose_conv2d": { - "group": "tensor", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "gen_filter": "^transpose_conv2d", - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-shape", - "1,49,33,1", - "--target-shape", - "1,11,33,3", - "--tensor-dim-range", - "1,18", - "--allow-pooling-and-conv-oversizes" - ], - [ - "--target-dtype", - "int8", - "--target-shape", - "1,65536,1,1", - "--tensor-dim-range", - "1,12", - "--max-conv-dilation", - "1" - ] - ] - }, - "8k_level": { - "no_negative_tests": "true", - "selector": "8k_level", - "generator_args": [ - [ - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--tensor-dim-range", - "2,5", - "--level-8k-sizes" - ] - ] - } - }, - "selection": { - "default": { - "params": { - "shape": [], - "type": [ - "i8xi8", - "i16xi8", - "i8xi4" - ], - "kernel": [], - "stride": [], - "pad": [], - "out_shape": [] - }, - "permutes": [ - "shape", - "type", - "stride", - "pad" - ] - }, - "8k_level": { - "all": "true" - } - } - }, - "while_loop": { - "group": "control_flow", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "int32", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--target-rank", - "4" - ], - [ - "--target-dtype", - "int32", - "--target-shape", - "3,22,17,1,2", - "--target-shape", - "1,65537,2,1" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - } -}
\ No newline at end of file diff --git a/verif/conformance/tosa_main_profile_ops_info.json b/verif/conformance/tosa_main_profile_ops_info.json deleted file mode 100644 index 753fd1d..0000000 --- a/verif/conformance/tosa_main_profile_ops_info.json +++ /dev/null @@ -1,3805 +0,0 @@ -{ - "abs": { - "group": "ew_unary", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen", "generator_select", "stable_random_gen", "random_const_inputs" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "16,64", - "--target-rank", - "0", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,65531,2,1", - "--target-shape", - "65538,1,1,1" - ] - ] - } - }, - "selection": { - "default": { - } - } - }, - "add": { - "group": "ew_binary", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen", "generator_select", "stable_random_gen", "random_const_inputs" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "16,64", - "--target-rank", - "0", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "fp16", - "--fp-values-range", - "-max,max", - "--target-shape", - "2,1,1,65532", - "--target-shape", - "65542,2,1,1,1" - ] - ] - } - }, - "selection": { - "default": { - } - } - }, - "argmax": { - "group": "tensor", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "32,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--num-rand-permutations", - "2" - ], - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,32", - "--target-rank", - "4", - "--num-rand-permutations", - "2" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,3,65535,1", - "--target-shape", - "1,65537,1,2", - "--num-rand-permutations", - "2" - ] - ] - }, - "float8": { - "from_version" : "v0.100.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "fp8e4m3", - "--target-dtype", - "fp8e5m2", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "32,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--num-rand-permutations", - "2" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "avg_pool2d": { - "group": "tensor", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--target-shape", - "4,11,7,39", - "--target-shape", - "5,21,36,17", - "--allow-pooling-and-conv-oversizes" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,2,65533,2", - "--target-shape", - "1,65539,2,1", - "--allow-pooling-and-conv-oversizes" - ] - ] - }, - "float8": { - "from_version" : "v0.100.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "fp8e4m3", - "--target-dtype", - "fp8e5m2", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "32,64", - "--num-rand-permutations", - "2" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ], - "sparsity": { - "pad": 17 - } - } - } - }, - "cast": { - "group": "type_conversion", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "negative_dim_range": "1,10", - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "16,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--target-dtype", - "int8", - "--target-dtype", - "int16", - "--target-dtype", - "int32", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "fp16", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,1,1,65533,1", - "--target-shape", - "2,65538,1,1" - ] - ] - }, - "float8": { - "from_version" : "v0.100.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "fp8e4m3", - "--target-dtype", - "fp8e5m2", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "32,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--num-rand-permutations", - "2" - ] - ] - } - }, - "selection": { - "default": { - "params": { - "shape": [], - "type": [], - "output_type": [] - }, - "permutes": [ - "shape", - "type", - "output_type" - ], - "exclude_patterns": [ - "^((?!ERRORIF).)*_(i8|i16|i32|b)_out(i8|i16|i32|b)" - ] - } - } - }, - "ceil": { - "group": "ew_unary", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen", "generator_select", "stable_random_gen", "random_const_inputs" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "4,64", - "--target-rank", - "0", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "fp16", - "--fp-values-range", - "-max,max", - "--target-shape", - "2,1,65530,1", - "--target-shape", - "1,1,65539,1" - ] - ] - } - }, - "selection": { - "default": { - } - } - }, - "clamp": { - "group": "activation", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen", "generator_select", "stable_random_gen", "random_const_inputs" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "20,64", - "--target-rank", - "0", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,20", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,2,1,65536", - "--target-shape", - "1,3,65537,1,1" - ] - ] - } - }, - "selection": { - "default": { - } - } - }, - "concat": { - "group": "data_layout", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "16,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--num-const-inputs-concat", - "3" - ], - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5", - "--num-const-inputs-concat", - "1" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,1,65534,1,1", - "--target-shape", - "1,65537,1,2", - "--num-const-inputs-concat", - "2" - ] - ] - }, - "float8": { - "from_version" : "v0.100.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "fp8e4m3", - "--target-dtype", - "fp8e5m2", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "32,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--num-rand-permutations", - "2" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "const": { - "group": "data_nodes", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,65540,1,1,1", - "--target-shape", - "1,2,1,65529" - ] - ] - }, - "float8": { - "from_version" : "v0.100.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "fp8e4m3", - "--target-dtype", - "fp8e5m2", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "32,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--num-rand-permutations", - "2" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "conv2d": { - "group": "tensor", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen", "generator_select", "stable_random_gen" ], - "gen_filter": "^conv2d", - "generation": { - "standard": { - "negative_dim_range": "1,10", - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--target-shape", - "2,34,19,27", - "--target-shape", - "3,16,51,7", - "--tensor-dim-range", - "1,16", - "--allow-pooling-and-conv-oversizes" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,65537,1,3", - "--target-shape", - "1,2,65530,2", - "--tensor-dim-range", - "1,16", - "--max-conv-dilation", - "1", - "--allow-pooling-and-conv-oversizes" - ], - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--conv-kernel", - "7,7", - "--conv-kernel", - "9,9", - "--target-shape", - "1,127,127,1", - "--target-shape", - "1,256,256,1", - "--target-shape", - "1,1080,720,1", - "--tensor-dim-range", - "1,8" - ] - ] - }, - "float8": { - "from_version" : "v0.100.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "fp8e4m3", - "--target-dtype", - "fp8e5m2", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "32,64", - "--num-rand-permutations", - "2" - ] - ] - } - }, - "selection": { - "default": { - "permutes": [ "rank", "dtype", "kernel", "acc_type" ], - "full_params": [ "stride", "dilation" ], - "specifics": { "pad": [ "(0, 0, 0, 0)" ] }, - "groups": [ "s" ], - "maximum": 3 - } - } - }, - "conv3d": { - "group": "tensor", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "gen_filter": "^conv3d", - "generation": { - "standard": { - "negative_dim_range": "1,10", - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,7,18,5,4", - "--target-shape", - "1,6,12,17,3", - "--tensor-dim-range", - "1,4", - "--allow-pooling-and-conv-oversizes" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,2,65539,1,2", - "--target-shape", - "1,65532,1,1,3", - "--tensor-dim-range", - "1,2", - "--max-conv-dilation", - "1", - "--allow-pooling-and-conv-oversizes" - ] - ] - }, - "float8": { - "from_version" : "v0.100.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "fp8e4m3", - "--target-dtype", - "fp8e5m2", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,7,18,5,4", - "--target-shape", - "1,6,12,17,3", - "--tensor-dim-range", - "1,4", - "--num-rand-permutations", - "2" - ] - ] - } - }, - "selection": { - "default": { - "params": { - "shape": [], - "type": [], - "kernel": [], - "stride": [], - "pad": [], - "dilation": [] - }, - "permutes": [ - "kernel", - "shape", - "type", - "pad", - "stride" - ] - } - } - }, - "depthwise_conv2d": { - "group": "tensor", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "gen_filter": "^depthwise_conv2d", - "generation": { - "standard": { - "negative_dim_range": "1,10", - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,17,31,4", - "--target-shape", - "1,37,11,5", - "--tensor-dim-range", - "1,32", - "--allow-pooling-and-conv-oversizes" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,1,65531,2", - "--target-shape", - "1,65540,1,3", - "--tensor-dim-range", - "1,16", - "--max-conv-dilation", - "1", - "--allow-pooling-and-conv-oversizes" - ] - ] - }, - "float8": { - "from_version" : "v0.100.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "fp8e4m3", - "--target-dtype", - "fp8e5m2", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "32,64", - "--num-rand-permutations", - "2" - ] - ] - } - }, - "selection": { - "default": { - "params": { - "shape": [], - "type": [ - "f16xf16", - "bf16xbf16", - "f32xf32" - ], - "kernel": [], - "stride": [], - "pad": [], - "dilation": [] - }, - "permutes": [ - "kernel", - "shape", - "type", - "pad" - ] - } - } - }, - "dim": { - "group": "data_layout", - "profile": [ - "tosa-mi" - ], - "generation": { - "standard": { - "from_version": "v0.80.0", - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-2.0,2.0", - "--tensor-dim-range", - "1,65", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ] - ] - }, - "float8": { - "from_version" : "v0.100.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "fp8e4m3", - "--target-dtype", - "fp8e5m2", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "32,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--num-rand-permutations", - "2" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "equal": { - "group": "comparison", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "18,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,18", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "fp16", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,1,2,65550", - "--target-shape", - "1,4,65530,1,1" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "exp": { - "group": "ew_unary", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen", "generator_select", "stable_random_gen", "random_const_inputs" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "15,64", - "--target-rank", - "0", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "fp16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,15", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,1,65535,4", - "--target-shape", - "2,65536,1,1,1" - ] - ] - } - }, - "selection": { - "default": { - } - } - }, - "fft2d": { - "group": "tensor", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,256,64", - "--target-shape", - "1,4,4096" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type", - "inverse" - ] - } - } - }, - "fully_connected": { - "group": "tensor", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "negative_dim_range": "1,10", - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "25,64" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "10,15", - "--target-shape", - "100,296", - "--target-shape", - "65540,2" - ], - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "35,64", - "--target-shape", - "30,16", - "--target-shape", - "100,23" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "floor": { - "group": "ew_unary", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen", "generator_select", "stable_random_gen", "random_const_inputs" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "4,64", - "--target-rank", - "0", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,1,65533,2", - "--target-shape", - "1,65537,1,1" - ] - ] - } - }, - "selection": { - "default": { - } - } - }, - "gather": { - "group": "scatter_gather", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "negative_dim_range": "1,10", - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "5,72", - "--max-batch-size", - "72" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "5,20", - "--target-shape", - "2,65536,1", - "--target-shape", - "1,2,65535", - "--target-shape", - "5000,1,1" - ] - ] - }, - "float8": { - "from_version" : "v0.100.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "fp8e4m3", - "--target-dtype", - "fp8e5m2", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "32,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--num-rand-permutations", - "2" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "greater": { - "group": "comparison", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "18,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,18", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "3,65551,1,1", - "--target-shape", - "1,1,3,65531,1" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "greater_equal": { - "group": "comparison", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "18,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "fp16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,18", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--target-shape", - "65552,1,1,4", - "--target-shape", - "1,1,1,3,65532" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "identity": { - "group": "data_nodes", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,67", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,19", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,1,65539,1,1", - "--target-shape", - "1,1,2,65529" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "log": { - "group": "ew_unary", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen", "generator_select", "stable_random_gen", "random_const_inputs" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "15,64", - "--target-rank", - "0", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,15", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "fp16", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,65530,1,2", - "--target-shape", - "3,1,65540,1,1" - ] - ] - } - }, - "selection": { - "default": { - } - } - }, - "matmul": { - "group": "tensor", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "negative_dim_range": "1,10", - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-2.0,2.0", - "--tensor-dim-range", - "13,70" - ], - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-2.0,2.0", - "--tensor-dim-range", - "10,19" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-2.0,2.0", - "--target-shape", - "4,65530,1", - "--target-shape", - "1,65538,3" - ] - ] - }, - "float8": { - "from_version" : "v0.100.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "fp8e4m3", - "--target-dtype", - "fp8e5m2", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "32,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--num-rand-permutations", - "2" - ] - ] - } - }, - "selection": { - "default": { - "all": "true" - } - } - }, - "max_pool2d": { - "group": "tensor", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,47,37,25", - "--target-shape", - "1,15,13,38", - "--allow-pooling-and-conv-oversizes" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,65534,4,1", - "--target-shape", - "1,6,65536,1", - "--max-conv-dilation", - "1", - "--allow-pooling-and-conv-oversizes" - ] - ] - }, - "float8": { - "from_version" : "v0.100.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "fp8e4m3", - "--target-dtype", - "fp8e5m2", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "32,64", - "--num-rand-permutations", - "2" - ] - ] - } - }, - "selection": { - "default": { - "params": { - "shape": [], - "type": [ - "f32", - "f16", - "bf16" - ], - "stride": [], - "pad": [] - }, - "permutes": [ - "shape", - "type", - "pad" - ], - "sparsity": { - "pad": 11 - } - } - } - }, - "negate": { - "group": "ew_unary", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen", "generator_select", "stable_random_gen", "random_const_inputs" ], - "generation": { - "standard": { - "negative_dim_range": "1,10", - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "17,64", - "--target-rank", - "0", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,22", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,65541,3,1", - "--target-shape", - "1,2,1,65532,1" - ] - ] - } - }, - "selection": { - "default": { - } - } - }, - "pad": { - "group": "data_layout", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen", "generator_select", "stable_random_gen" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,65", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,11", - "--target-rank", - "4", - "--target-rank", - "5", - "--target-rank", - "6" - ] - ] - }, - "extra": { - "selector": "minimal", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,1,65539,1" - ], - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--target-rank", - "4", - "--oversize" - ] - ] - }, - "float8": { - "from_version" : "v0.100.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "fp8e4m3", - "--target-dtype", - "fp8e5m2", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "32,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--num-rand-permutations", - "2" - ] - ] - } - }, - "selection": { - "default": { - "maximum": 5, - "specifics": { - "pad": [ - "[[0 0]]", - "[[0 0], [0 0]]", - "[[0 0], [0 0], [0 0]]", - "[[0 0], [0 0], [0 0], [0 0]]", - "[[0 0], [0 0], [0 0], [0 0], [0 0]]", - "[[0 0], [0 0], [0 0], [0 0], [0 0], [0 0]]" - ] - } - }, - "minimal": { - "maximum": 2 - } - } - }, - "pow": { - "group": "ew_binary", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen", "generator_select", "stable_random_gen", "random_const_inputs" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "16,64", - "--target-rank", - "0", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "fp16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--target-shape", - "65534,3,1,1", - "--target-shape", - "2,65541,1,1,1" - ] - ] - } - }, - "selection": { - "default": { - } - } - }, - "reciprocal": { - "group": "ew_unary", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen", "generator_select", "stable_random_gen", "random_const_inputs" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "15,64", - "--target-rank", - "0", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "fp16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,15", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,1,65536,4", - "--target-shape", - "2,65535,1,1,1" - ] - ] - } - }, - "selection": { - "default": { - } - } - }, - "reshape": { - "group": "data_layout", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--target-rank", - "4", - "--num-rand-permutations", - "2" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,1,65536,1", - "--target-shape", - "1,65535,1,2", - "--num-rand-permutations", - "2" - ] - ] - }, - "float8": { - "from_version" : "v0.100.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "fp8e4m3", - "--target-dtype", - "fp8e5m2", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "32,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--num-rand-permutations", - "2" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type", - "rank", - "perm" - ] - } - } - }, - "reverse": { - "group": "data_layout", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,48", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--target-rank", - "4" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,1,65537", - "--target-shape", - "1,65535,1,2" - ] - ] - }, - "float8": { - "from_version" : "v0.100.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "fp8e4m3", - "--target-dtype", - "fp8e5m2", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "32,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--num-rand-permutations", - "2" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "cos": { - "group": "ew_unary", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "15,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "fp16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,15", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "2,1,65537,1", - "--target-shape", - "3,1,65539,2,1" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "sin": { - "group": "ew_unary", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "15,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,15", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "fp16", - "--fp-values-range", - "-max,max", - "--target-shape", - "3,1,65534,2", - "--target-shape", - "65533,1,3,2,1" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "rsqrt": { - "group": "ew_unary", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen", "generator_select", "stable_random_gen", "random_const_inputs" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "15,64", - "--target-rank", - "0", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,15", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,1,3,65541", - "--target-shape", - "65532,1,3,1,1" - ] - ] - } - }, - "selection": { - "default": { - } - } - }, - "scatter": { - "group": "scatter_gather", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "negative_dim_range": "1,10", - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "5,56", - "--max-batch-size", - "56" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,65541,1", - "--target-shape", - "1,1,65531", - "--target-shape", - "2989,6,1" - ] - ] - }, - "float8": { - "from_version" : "v0.100.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "fp8e4m3", - "--target-dtype", - "fp8e5m2", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "32,64", - "--num-rand-permutations", - "2" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "tile": { - "group": "data_layout", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "negative_dim_range": "1,10", - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "4,32", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--target-rank", - "4" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "65535", - "--target-shape", - "1,65543,2,1" - ] - ] - }, - "float8": { - "from_version" : "v0.100.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "fp8e4m3", - "--target-dtype", - "fp8e5m2", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "32,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--num-rand-permutations", - "2" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "transpose": { - "group": "data_layout", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--fp-values-range", - "-max,max", - "--target-rank", - "1", - "--target-rank", - "2", - "--num-rand-permutations", - "2" - ], - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--target-rank", - "3", - "--target-rank", - "4", - "--num-rand-permutations", - "2" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,1,65539,2", - "--target-shape", - "1,1,1,65535", - "--num-rand-permutations", - "1" - ] - ] - }, - "float8": { - "from_version" : "v0.100.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "fp8e4m3", - "--target-dtype", - "fp8e5m2", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "32,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--num-rand-permutations", - "2" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type", - "perm" - ] - } - } - }, - "transpose_conv2d": { - "group": "tensor", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "gen_filter": "^transpose_conv2d", - "generation": { - "standard": { - "negative_dim_range": "1,10", - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--target-shape", - "10,24,9,13", - "--target-shape", - "8,14,20,5", - "--tensor-dim-range", - "1,16", - "--allow-pooling-and-conv-oversizes" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,65536,1,2", - "--tensor-dim-range", - "1,17", - "--max-conv-dilation", - "1" - ] - ] - }, - "float8": { - "from_version" : "v0.100.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "fp8e4m3", - "--target-dtype", - "fp8e5m2", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "32,64", - "--target-shape", - "10,24,9,13", - "--target-shape", - "8,14,20,5", - "--tensor-dim-range", - "1,16", - "--num-rand-permutations", - "2" - ] - ] - } - }, - "selection": { - "default": { - "params": { - "shape": [], - "type": [], - "kernel": [], - "stride": [], - "pad": [], - "out_shape": [] - }, - "permutes": [ - "shape", - "type", - "stride", - "pad" - ] - } - } - }, - "maximum": { - "group": "ew_binary", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen", "generator_select", "stable_random_gen", "random_const_inputs" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "16,64", - "--target-rank", - "0", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "65531,1,2,1", - "--target-shape", - "1,1,65541,1" - ] - ] - } - }, - "selection": { - "default": { - } - } - }, - "minimum": { - "group": "ew_binary", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen", "generator_select", "stable_random_gen", "random_const_inputs" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "16,64", - "--target-rank", - "0", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,65531,2,1", - "--target-shape", - "1,1,1,65538" - ] - ] - } - }, - "selection": { - "default": { - } - } - }, - "mul": { - "group": "ew_binary", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen", "generator_select", "stable_random_gen", "random_const_inputs" ], - "generation": { - "standard": { - "negative_dim_range": "1,10", - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "16,64", - "--target-rank", - "0", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "fp16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,1,3,65534", - "--target-shape", - "1,2,1,65541,1" - ] - ] - } - }, - "selection": { - "default": { - } - } - }, - "reduce_max": { - "group": "reduction", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "negative_dim_range": "1,10", - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,32", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--target-rank", - "4" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,1,1,65531", - "--target-shape", - "1,1,65539,2" - ] - ] - }, - "8k_level": { - "from_version": "v0.80.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,10", - "--target-rank", - "5", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type", - "axis" - ] - } - } - }, - "reduce_min": { - "group": "reduction", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "negative_dim_range": "1,10", - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,32", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--target-rank", - "4" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,1,65531,1", - "--target-shape", - "1,65539,2,1" - ] - ] - }, - "8k_level": { - "from_version": "v0.80.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,9", - "--target-rank", - "5", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type", - "axis" - ] - } - } - }, - "reduce_product": { - "group": "reduction", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,34", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--target-rank", - "4" - ], - [ - "--target-dtype", - "fp16", - "--fp-values-range", - "-max,max", - "--target-shape", - "2,65527,3,1", - "--target-shape", - "1,3,2,65541" - ] - ] - }, - "8k_level": { - "from_version": "v0.80.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,11", - "--target-rank", - "5", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type", - "axis" - ] - } - } - }, - "reduce_sum": { - "group": "reduction", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--target-rank", - "3", - "--target-rank", - "4", - "--tensor-dim-range", - "10,37", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--target-rank", - "4" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1001", - "--target-shape", - "50,200" - ], - [ - "--target-dtype", - "fp16", - "--fp-values-range", - "-max,max", - "--target-shape", - "65529", - "--target-shape", - "65537,2" - ], - [ - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--target-shape", - "16001", - "--target-shape", - "16,1000", - "--target-shape", - "1,3,65529,1", - "--target-shape", - "1,65537,1,1" - ] - ] - }, - "8k_level": { - "from_version": "v0.80.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "5,12", - "--target-rank", - "5", - "--target-rank", - "6" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type", - "axis" - ] - } - } - }, - "resize": { - "group": "image", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "negative_dim_range": "1,10", - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,1103,1,2", - "--max-resize-output-dim", - "9100" - ] - ] - } - }, - "selection": { - "default": { - "params": { - "offset": [], - "shape": [], - "type": [], - "mode": [], - "output_type": [], - "scale": [ - "sc2x1x3x1" - ], - "border": [ - "bor0x1" - ] - }, - "permutes": [ - "shape", - "type" - ], - "exclude_patterns": [ - ".*_ERRORIF_MaxDimExceeded_1x16584x5x1_.*" - ] - } - } - }, - "rfft2d": { - "group": "tensor", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,16,512", - "--target-shape", - "1,8192,2" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "select": { - "group": "ew_ternary", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "16,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,2,65534,2,1", - "--target-shape", - "1,1,65539,2", - "--num-rand-permutations", - "2" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type" - ] - } - } - }, - "sigmoid": { - "group": "activation", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen", "generator_select", "stable_random_gen", "random_const_inputs" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-16.0,16.0", - "--tensor-dim-range", - "16,64", - "--target-rank", - "0", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-16.0,16.0", - "--tensor-dim-range", - "1,19", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-16.0,16.0", - "--target-shape", - "1,2,65538,2,1", - "--target-shape", - "1,3,1,65533" - ] - ] - } - }, - "selection": { - "default": { - } - } - }, - "sub": { - "group": "ew_binary", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen", "generator_select", "stable_random_gen", "random_const_inputs" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "16,64", - "--target-rank", - "0", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-max,max", - "--target-shape", - "1,1,65533,3", - "--target-shape", - "1,1,2,1,65545" - ] - ] - } - }, - "selection": { - "default": { - } - } - }, - "slice": { - "group": "data_layout", - "profile": [ - "tosa-bi", - "tosa-mi" - ], - "support_for": [ "lazy_data_gen" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "16,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--num-rand-permutations", - "2" - ], - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "1,16", - "--target-rank", - "4", - "--num-rand-permutations", - "2" - ], - [ - "--target-dtype", - "bf16", - "--fp-values-range", - "-2.0,2.0", - "--target-shape", - "1,1,655341,1", - "--target-shape", - "1,65539,1,1", - "--num-rand-permutations", - "2" - ] - ] - }, - "float8": { - "from_version" : "v0.100.0", - "no_negative_tests": "true", - "generator_args": [ - [ - "--target-dtype", - "fp8e4m3", - "--target-dtype", - "fp8e5m2", - "--fp-values-range", - "-max,max", - "--tensor-dim-range", - "32,64", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3", - "--num-rand-permutations", - "2" - ] - ] - } - }, - "selection": { - "default": { - "params": {}, - "permutes": [ - "shape", - "type", - "perm" - ] - } - } - }, - "tanh": { - "group": "activation", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen", "generator_select", "stable_random_gen", "random_const_inputs" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-8.0,8.0", - "--tensor-dim-range", - "18,60", - "--target-rank", - "0", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-8.0,8.0", - "--tensor-dim-range", - "1,24", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-8.0,8.0", - "--target-shape", - "1,65535,2,1,1", - "--target-shape", - "1,65540,1,2" - ] - ] - } - }, - "selection": { - "default": { - } - } - }, - "erf": { - "group": "activation", - "profile": [ - "tosa-mi" - ], - "support_for": [ "lazy_data_gen", "generator_select", "stable_random_gen", "random_const_inputs" ], - "generation": { - "standard": { - "generator_args": [ - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-4.0,4.0", - "--tensor-dim-range", - "18,60", - "--target-rank", - "0", - "--target-rank", - "1", - "--target-rank", - "2", - "--target-rank", - "3" - ], - [ - "--target-dtype", - "fp32", - "--target-dtype", - "fp16", - "--target-dtype", - "bf16", - "--fp-values-range", - "-4.0,4.0", - "--tensor-dim-range", - "1,24", - "--target-rank", - "4", - "--target-rank", - "5" - ], - [ - "--target-dtype", - "fp32", - "--fp-values-range", - "-4.0,4.0", - "--target-shape", - "1,65535,2,1,1", - "--target-shape", - "1,65540,1,2" - ] - ] - } - }, - "selection": { - "default": { - } - } - } -}
\ No newline at end of file diff --git a/verif/conformance/tosa_verif_conformance_generator.py b/verif/conformance/tosa_verif_conformance_generator.py index 59e88bb..fcdb089 100644 --- a/verif/conformance/tosa_verif_conformance_generator.py +++ b/verif/conformance/tosa_verif_conformance_generator.py @@ -36,17 +36,9 @@ from serializer.tosa_serializer import TOSA_VERSION logging.basicConfig() logger = logging.getLogger("tosa_verif_conformance_generator") -# Configuration for each TOSA profile +# Configuration PROFILE_OPS_INFO = { - "tosa-bi": { - "operator_test_params": "tosa_base_profile_ops_info.json", - "framework_tests": "tosa_base_profile_framework_ops_info.json", - }, - "tosa-mi": { - # Note: This is just the extra tests not in the base profile! - "operator_test_params": "tosa_main_profile_ops_info.json", - "framework_tests": "tosa_main_profile_framework_ops_info.json", - }, + "operator_test_params": "tosa_ext_profile_ops_info.json", } PROFILES_EXTENSIONS_ALL = "all" @@ -866,8 +858,6 @@ def main(): with args.tests_list_file.open("w") as fd: fd.write("") - # TODO: For tosa-mi should really generate tosa-bi profile as well - # - for now leave it as subset instead of as superset (for testing) if PROFILES_EXTENSIONS_ALL in args.profile: profiles = TosaProfiles.profiles() else: @@ -877,6 +867,7 @@ def main(): extensions = TosaProfiles.extensions() else: extensions = args.extension + profileExtList = profiles + extensions profileExtDone = [] @@ -890,15 +881,9 @@ def main(): if args.unit_tests in ["operator", "both"]: logger.debug("Creating OPERATOR unit tests") if args.param_config is None: - # Fall back to old method - if profile_ext in PROFILE_OPS_INFO: - config = PROFILE_OPS_INFO[profile_ext]["operator_test_params"] - test_params_file = args.param_json_dir / config - else: - logger.error( - "Extensions not supported in old conformance configs - skipping" - ) - continue + # Use default config + config = PROFILE_OPS_INFO["operator_test_params"] + test_params_file = args.param_json_dir / config else: test_params_file = args.param_config |