Minor fixes & add FP16 support to refmodel testing and conformance gen
Improve base inference conformance generation:
* Change to target specific dtypes required for conformance tests.
* Reduce dimension sizes of ERROR_IF tests.
NOTE: Will impact tensor, clamp and all ERROR_IF tests.
Add option to change seed on conformance generation for extra
testing.
Stop creation of convolution tests with negative output dimensions.
Improve reporting on failing to allocate tensor due to above issue.
Fix runner to correctly pass ref model debug flags.
Update reference_model examples.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I992180dcfe265a7d50edfb151c9f38eeaef5c369
diff --git a/verif/conformance/tosa_base_profile_ops_info.json b/verif/conformance/tosa_base_profile_ops_info.json
index 2af4c47..9dd5592 100644
--- a/verif/conformance/tosa_base_profile_ops_info.json
+++ b/verif/conformance/tosa_base_profile_ops_info.json
@@ -25,12 +25,12 @@
"5"
],
[
+ "--target-dtype",
+ "int32",
"--target-shape",
"1,2,65533,1",
"--target-shape",
- "1,65539,1,1,1",
- "--target-dtype",
- "int32"
+ "1,65539,1,1,1"
]
],
"params": {},
@@ -69,12 +69,12 @@
"5"
],
[
+ "--target-dtype",
+ "int32",
"--target-shape",
"1,2,65533,1",
"--target-shape",
- "1,65539,1,1,1",
- "--target-dtype",
- "int32"
+ "1,65539,1,1,1"
]
],
"params": {},
@@ -119,12 +119,12 @@
"2"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,3,1,65535",
"--target-shape",
"1,65538,1,2",
- "--target-dtype",
- "int8",
"--num-rand-permutations",
"2"
]
@@ -143,6 +143,12 @@
"group": "ew_binary",
"generator_args": [
[
+ "--target-dtype",
+ "int8",
+ "--target-dtype",
+ "int16",
+ "--target-dtype",
+ "int32",
"--tensor-dim-range",
"16,64",
"--target-rank",
@@ -153,6 +159,12 @@
"3"
],
[
+ "--target-dtype",
+ "int8",
+ "--target-dtype",
+ "int16",
+ "--target-dtype",
+ "int32",
"--tensor-dim-range",
"1,16",
"--target-rank",
@@ -161,12 +173,12 @@
"5"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,2,65533,1",
"--target-shape",
- "1,65539,1,1,1",
- "--target-dtype",
- "int8"
+ "1,65539,1,1,1"
]
],
"params": {},
@@ -184,6 +196,10 @@
"group": "tensor",
"generator_args": [
[
+ "--target-dtype",
+ "int8",
+ "--target-dtype",
+ "int16",
"--target-shape",
"1,49,42,28",
"--target-shape",
@@ -191,12 +207,12 @@
"--allow-pooling-and-conv-oversizes"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,65535,5,1",
"--target-shape",
"1,3,65537,1",
- "--target-dtype",
- "int8",
"--allow-pooling-and-conv-oversizes"
]
],
@@ -224,6 +240,12 @@
"group": "ew_binary",
"generator_args": [
[
+ "--target-dtype",
+ "int8",
+ "--target-dtype",
+ "int16",
+ "--target-dtype",
+ "int32",
"--tensor-dim-range",
"1,64",
"--target-rank",
@@ -244,12 +266,12 @@
"5"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,2,65536,1",
"--target-shape",
- "1,65539,1,1,1",
- "--target-dtype",
- "int8"
+ "1,65539,1,1,1"
]
],
"params": {},
@@ -266,6 +288,12 @@
"group": "ew_unary",
"generator_args": [
[
+ "--target-dtype",
+ "int8",
+ "--target-dtype",
+ "int16",
+ "--target-dtype",
+ "int32",
"--tensor-dim-range",
"2,64",
"--target-rank",
@@ -286,12 +314,12 @@
"5"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,2,65537,1",
"--target-shape",
- "1,65538,1,1,1",
- "--target-dtype",
- "int8"
+ "1,65538,1,1,1"
]
],
"params": {},
@@ -308,6 +336,12 @@
"group": "ew_binary",
"generator_args": [
[
+ "--target-dtype",
+ "int8",
+ "--target-dtype",
+ "int16",
+ "--target-dtype",
+ "int32",
"--tensor-dim-range",
"3,64",
"--target-rank",
@@ -328,12 +362,12 @@
"5"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,2,65538,1",
"--target-shape",
- "1,65537,1,1,1",
- "--target-dtype",
- "int8"
+ "1,65537,1,1,1"
]
],
"params": {},
@@ -350,6 +384,12 @@
"group": "ew_binary",
"generator_args": [
[
+ "--target-dtype",
+ "int8",
+ "--target-dtype",
+ "int16",
+ "--target-dtype",
+ "int32",
"--tensor-dim-range",
"4,64",
"--target-rank",
@@ -370,12 +410,12 @@
"5"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,2,65536,1",
"--target-shape",
- "1,65536,1,1,1",
- "--target-dtype",
- "int8"
+ "1,65536,1,1,1"
]
],
"params": {},
@@ -426,12 +466,12 @@
"5"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,1,65535,1,1",
"--target-shape",
- "1,65538,1,2",
- "--target-dtype",
- "int8"
+ "1,65538,1,2"
]
],
"params": {
@@ -458,6 +498,10 @@
"group": "activation",
"generator_args": [
[
+ "--target-dtype",
+ "int8",
+ "--target-dtype",
+ "int16",
"--tensor-dim-range",
"20,64",
"--target-rank",
@@ -468,6 +512,10 @@
"3"
],
[
+ "--target-dtype",
+ "int8",
+ "--target-dtype",
+ "int16",
"--tensor-dim-range",
"1,20",
"--target-rank",
@@ -476,12 +524,12 @@
"5"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,2,1,65536",
"--target-shape",
- "1,3,65537,1,1",
- "--target-dtype",
- "int8"
+ "1,3,65537,1,1"
]
],
"params": {},
@@ -520,12 +568,12 @@
"5"
],
[
+ "--target-dtype",
+ "int32",
"--target-shape",
"1,2,65533,1",
"--target-shape",
- "1,65539,1,1,1",
- "--target-dtype",
- "int32"
+ "1,65539,1,1,1"
]
],
"params": {},
@@ -580,12 +628,12 @@
"1"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,1,65535,1,1",
"--target-shape",
"1,65538,1,2",
- "--target-dtype",
- "int8",
"--num-const-inputs-concat",
"2"
]
@@ -614,10 +662,10 @@
"int32"
],
[
- "--target-shape",
- "3,22,17,1,2",
"--target-dtype",
- "int32"
+ "int32",
+ "--target-shape",
+ "3,22,17,1,2"
]
],
"params": {},
@@ -668,12 +716,12 @@
"5"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,1,65537,1,1",
"--target-shape",
- "1,65530,1,2",
- "--target-dtype",
- "int8"
+ "1,65530,1,2"
]
],
"params": {},
@@ -690,6 +738,10 @@
"group": "tensor",
"generator_args": [
[
+ "--target-dtype",
+ "int8",
+ "--target-dtype",
+ "int16",
"--target-shape",
"1,49,42,28",
"--target-shape",
@@ -697,12 +749,12 @@
"--allow-pooling-and-conv-oversizes"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,65535,4,1",
"--target-shape",
"1,5,65536,1",
- "--target-dtype",
- "int8",
"--max-conv-dilation",
"1",
"--allow-pooling-and-conv-oversizes"
@@ -735,23 +787,23 @@
"group": "tensor",
"generator_args": [
[
- "--target-shape",
- "1,9,21,14,1",
- "--target-shape",
- "1,9,11,12,3",
"--target-dtype",
"int8",
"--target-dtype",
"int16",
+ "--target-shape",
+ "1,9,21,14,1",
+ "--target-shape",
+ "1,9,11,12,3",
"--allow-pooling-and-conv-oversizes"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,1,65535,3,1",
"--target-shape",
"1,1,3,65536,1",
- "--target-dtype",
- "int8",
"--max-conv-dilation",
"1",
"--allow-pooling-and-conv-oversizes"
@@ -785,6 +837,10 @@
"group": "tensor",
"generator_args": [
[
+ "--target-dtype",
+ "int8",
+ "--target-dtype",
+ "int16",
"--target-shape",
"1,9,44,3",
"--target-shape",
@@ -792,12 +848,12 @@
"--allow-pooling-and-conv-oversizes"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,65532,2,1",
"--target-shape",
"1,4,65537,1",
- "--target-dtype",
- "int8",
"--max-conv-dilation",
"1",
"--allow-pooling-and-conv-oversizes"
@@ -852,12 +908,12 @@
"5"
],
[
+ "--target-dtype",
+ "int32",
"--target-shape",
"1,2,65501,1",
"--target-shape",
- "1,65541,1,1,1",
- "--target-dtype",
- "int32"
+ "1,65541,1,1,1"
]
],
"params": {},
@@ -880,24 +936,24 @@
"int16"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"444,1",
"--target-shape",
"3,65538",
"--tensor-dim-range",
- "1,2",
- "--target-dtype",
- "int8"
+ "1,2"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"3,16",
"--target-shape",
"1,23",
"--tensor-dim-range",
- "100,200",
- "--target-dtype",
- "int8"
+ "100,200"
]
],
"params": {},
@@ -922,14 +978,14 @@
"4,64"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"2,65533,1",
"--target-shape",
"1,2,65533",
"--target-shape",
- "5000,1,1",
- "--target-dtype",
- "int8"
+ "5000,1,1"
]
],
"params": {},
@@ -974,12 +1030,12 @@
[
"--filter",
"^greater$",
+ "--target-dtype",
+ "int32",
"--target-shape",
"1,2,65530,1",
"--target-shape",
- "1,65539,1,2,1",
- "--target-dtype",
- "int32"
+ "1,65539,1,2,1"
]
],
"params": {},
@@ -1018,12 +1074,12 @@
"5"
],
[
+ "--target-dtype",
+ "int32",
"--target-shape",
"1,2,65533,1",
"--target-shape",
- "1,65539,1,3,1",
- "--target-dtype",
- "int32"
+ "1,65539,1,3,1"
]
],
"params": {},
@@ -1075,12 +1131,12 @@
"5"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,1,65536,1,1",
"--target-shape",
- "1,65531,1,2",
- "--target-dtype",
- "int8"
+ "1,65531,1,2"
]
],
"params": {},
@@ -1119,12 +1175,12 @@
"5"
],
[
+ "--target-dtype",
+ "int32",
"--target-shape",
"1,65533,1",
"--target-shape",
- "1,1,65539,1,1",
- "--target-dtype",
- "int32"
+ "1,1,65539,1,1"
]
],
"params": {},
@@ -1141,6 +1197,8 @@
"group": "ew_binary",
"generator_args": [
[
+ "--target-dtype",
+ "bool",
"--tensor-dim-range",
"1,64",
"--target-rank",
@@ -1151,6 +1209,8 @@
"3"
],
[
+ "--target-dtype",
+ "bool",
"--tensor-dim-range",
"1,16",
"--target-rank",
@@ -1159,6 +1219,8 @@
"5"
],
[
+ "--target-dtype",
+ "bool",
"--target-shape",
"1,65538,1",
"--target-shape",
@@ -1209,12 +1271,12 @@
"5"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,65532,1,1",
"--target-shape",
- "1,2,1,65538",
- "--target-dtype",
- "int8"
+ "1,2,1,65538"
]
],
"params": {},
@@ -1231,6 +1293,8 @@
"group": "ew_unary",
"generator_args": [
[
+ "--target-dtype",
+ "bool",
"--tensor-dim-range",
"2,64",
"--target-rank",
@@ -1241,6 +1305,8 @@
"3"
],
[
+ "--target-dtype",
+ "bool",
"--tensor-dim-range",
"1,15",
"--target-rank",
@@ -1249,6 +1315,8 @@
"5"
],
[
+ "--target-dtype",
+ "bool",
"--target-shape",
"1,65537,1",
"--target-shape",
@@ -1269,6 +1337,8 @@
"group": "ew_binary",
"generator_args": [
[
+ "--target-dtype",
+ "bool",
"--tensor-dim-range",
"3,64",
"--target-rank",
@@ -1279,6 +1349,8 @@
"3"
],
[
+ "--target-dtype",
+ "bool",
"--tensor-dim-range",
"1,14",
"--target-rank",
@@ -1287,6 +1359,8 @@
"5"
],
[
+ "--target-dtype",
+ "bool",
"--target-shape",
"1,65536,1",
"--target-shape",
@@ -1337,12 +1411,12 @@
"5"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,1,65540,3",
"--target-shape",
- "2,1,65530,1,1",
- "--target-dtype",
- "int8"
+ "2,1,65530,1,1"
]
],
"params": {},
@@ -1359,6 +1433,8 @@
"group": "ew_binary",
"generator_args": [
[
+ "--target-dtype",
+ "bool",
"--tensor-dim-range",
"4,64",
"--target-rank",
@@ -1369,6 +1445,8 @@
"3"
],
[
+ "--target-dtype",
+ "bool",
"--tensor-dim-range",
"3,16",
"--target-rank",
@@ -1377,6 +1455,8 @@
"5"
],
[
+ "--target-dtype",
+ "bool",
"--target-shape",
"1,65539,1",
"--target-shape",
@@ -1413,14 +1493,14 @@
"1,16"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,65532,1",
"--target-shape",
"1,2,65538",
"--target-shape",
- "2000,1,1",
- "--target-dtype",
- "int8"
+ "2000,1,1"
]
],
"params": {},
@@ -1459,12 +1539,12 @@
"5"
],
[
+ "--target-dtype",
+ "int32",
"--target-shape",
"1,2,65533,1",
"--target-shape",
- "1,65539,1,1,1",
- "--target-dtype",
- "int32"
+ "1,65539,1,1,1"
]
],
"params": {},
@@ -1481,6 +1561,10 @@
"group": "tensor",
"generator_args": [
[
+ "--target-dtype",
+ "int8",
+ "--target-dtype",
+ "int16",
"--target-shape",
"1,4,75,3",
"--target-shape",
@@ -1488,14 +1572,14 @@
"--allow-pooling-and-conv-oversizes"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,65535,5,1",
"--target-shape",
"1,3,65537,1",
"--target-shape",
"33333,3,2,1",
- "--target-dtype",
- "int8",
"--allow-pooling-and-conv-oversizes"
]
],
@@ -1545,12 +1629,12 @@
"5"
],
[
+ "--target-dtype",
+ "int32",
"--target-shape",
"1,2,65533,1",
"--target-shape",
- "1,65539,1,1,1",
- "--target-dtype",
- "int32"
+ "1,65539,1,1,1"
]
],
"params": {},
@@ -1597,12 +1681,12 @@
"5"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,2,65500,1",
"--target-shape",
- "1,68539,1,1,1",
- "--target-dtype",
- "int8"
+ "1,68539,1,1,1"
]
],
"params": {},
@@ -1651,12 +1735,12 @@
"5"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"3,1,65540,1",
"--target-shape",
- "1,1,2,1,65531",
- "--target-dtype",
- "int8"
+ "1,1,2,1,65531"
]
],
"params": {},
@@ -1673,8 +1757,6 @@
"group": "data_layout",
"generator_args": [
[
- "--tensor-dim-range",
- "1,64",
"--target-dtype",
"int8",
"--target-dtype",
@@ -1683,6 +1765,8 @@
"int32",
"--target-dtype",
"bool",
+ "--tensor-dim-range",
+ "1,64",
"--target-rank",
"1",
"--target-rank",
@@ -1691,8 +1775,6 @@
"3"
],
[
- "--tensor-dim-range",
- "1,16",
"--target-dtype",
"int8",
"--target-dtype",
@@ -1701,22 +1783,24 @@
"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",
- "int16"
+ "5"
],
[
- "--target-shape",
- "1,1,65537,1",
"--target-dtype",
- "int8"
+ "int8",
+ "--target-shape",
+ "1,1,65537,1"
]
],
"params": {},
@@ -1743,10 +1827,14 @@
"group": "reduction",
"generator_args": [
[
+ "--target-dtype",
+ "bool",
"--tensor-dim-range",
"1,32"
],
[
+ "--target-dtype",
+ "bool",
"--target-shape",
"65530,1,1,1",
"--target-shape",
@@ -1768,10 +1856,14 @@
"group": "reduction",
"generator_args": [
[
+ "--target-dtype",
+ "bool",
"--tensor-dim-range",
"1,32"
],
[
+ "--target-dtype",
+ "bool",
"--target-shape",
"65530,1,1,1",
"--target-shape",
@@ -1803,12 +1895,12 @@
"1,32"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"65530,1,1,1",
"--target-shape",
- "2,65538,1,1",
- "--target-dtype",
- "int8"
+ "2,65538,1,1"
]
],
"params": {},
@@ -1836,12 +1928,12 @@
"1,24"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,1,65538,1",
"--target-shape",
- "2,65535,1,1",
- "--target-dtype",
- "int8"
+ "2,65535,1,1"
]
],
"params": {},
@@ -1865,12 +1957,12 @@
"1,32"
],
[
+ "--target-dtype",
+ "int32",
"--target-shape",
"3,65532,1,1",
"--target-shape",
- "65536,1,1,2",
- "--target-dtype",
- "int32"
+ "65536,1,1,2"
]
],
"params": {},
@@ -1888,6 +1980,18 @@
"group": "type_conversion",
"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",
@@ -1898,6 +2002,18 @@
"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",
@@ -1906,12 +2022,12 @@
"5"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,2,65533,1",
"--target-shape",
- "1,65539,1,1",
- "--target-dtype",
- "int8"
+ "1,65539,1,1"
]
],
"params": {
@@ -1967,12 +2083,12 @@
"2"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,1,65535,1",
"--target-shape",
"1,65538,1,2",
- "--target-dtype",
- "int8",
"--num-rand-permutations",
"2"
]
@@ -1999,10 +2115,10 @@
"int16"
],
[
- "--target-shape",
- "1,3,16383,1",
"--target-dtype",
"int8",
+ "--target-shape",
+ "1,3,16383,1",
"--max-resize-output-dim",
"9500"
]
@@ -2033,12 +2149,12 @@
"1,32"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,1,65535",
"--target-shape",
- "1,65540,1,2",
- "--target-dtype",
- "int8"
+ "1,65540,1,2"
]
],
"params": {},
@@ -2063,14 +2179,14 @@
"4,64"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,65540,1",
"--target-shape",
"1,1,65533",
"--target-shape",
- "3000,7,1",
- "--target-dtype",
- "int8"
+ "3000,7,1"
]
],
"params": {},
@@ -2121,12 +2237,12 @@
"5"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,1,65535,1",
"--target-shape",
"1,65538,1,2",
- "--target-dtype",
- "int8",
"--num-rand-permutations",
"2"
]
@@ -2181,12 +2297,12 @@
"2"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,1,65535,1",
"--target-shape",
"1,65538,1,2",
- "--target-dtype",
- "int8",
"--num-rand-permutations",
"2"
]
@@ -2228,12 +2344,12 @@
"5"
],
[
+ "--target-dtype",
+ "int32",
"--target-shape",
"1,2,65533,1",
"--target-shape",
- "1,65539,1,1,1",
- "--target-dtype",
- "int32"
+ "1,65539,1,1,1"
]
],
"params": {},
@@ -2250,6 +2366,10 @@
"group": "ew_binary",
"generator_args": [
[
+ "--target-dtype",
+ "int8",
+ "--target-dtype",
+ "int16",
"--tensor-dim-range",
"16,64",
"--target-rank",
@@ -2260,6 +2380,10 @@
"3"
],
[
+ "--target-dtype",
+ "int8",
+ "--target-dtype",
+ "int16",
"--tensor-dim-range",
"1,16",
"--target-rank",
@@ -2268,12 +2392,12 @@
"5"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,2,65536,1",
"--target-shape",
- "1,65537,1,1,3",
- "--target-dtype",
- "int8"
+ "1,65537,1,1,3"
]
],
"params": {},
@@ -2298,12 +2422,12 @@
"4,32"
],
[
+ "--target-dtype",
+ "int8",
"--target-shape",
"65533",
"--target-shape",
- "1,2,65540,1",
- "--target-dtype",
- "int8"
+ "1,2,65540,1"
]
],
"params": {},
@@ -2352,12 +2476,12 @@
[
"--filter",
"^transpose$",
+ "--target-dtype",
+ "int8",
"--target-shape",
"1,65537,1,2",
"--target-shape",
"65535,1,1,1",
- "--target-dtype",
- "int8",
"--num-rand-permutations",
"1"
]
@@ -2377,21 +2501,21 @@
"group": "tensor",
"generator_args": [
[
+ "--target-dtype",
+ "int8",
+ "--target-dtype",
+ "int16",
"--target-shape",
"1,49,33,1",
"--target-shape",
"2,11,33,3",
- "--target-dtype",
- "int16",
- "--target-dtype",
- "int8",
"--allow-pooling-and-conv-oversizes"
],
[
- "--target-shape",
- "1,65536,1,1",
"--target-dtype",
"int8",
+ "--target-shape",
+ "1,65536,1,1",
"--max-conv-dilation",
"1"
]
@@ -2427,12 +2551,12 @@
"int32"
],
[
+ "--target-dtype",
+ "int32",
"--target-shape",
"3,22,17,1,2",
"--target-shape",
- "1,65537,2,1",
- "--target-dtype",
- "int32"
+ "1,65537,2,1"
]
],
"params": {},