From 1271c44bd2c9e670e132db491a053a0e6603798f Mon Sep 17 00:00:00 2001
From: Jeremy Johnson <jeremy.johnson@arm.com>
Date: Tue, 5 Sep 2023 11:39:26 +0100
Subject: Initial lazy data-gen and compliance test build support

Add initial support for compliance and lazy data-gen meta data
added to desc.json for MATMUL.

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I00c047814134a96d7c98d890e93b5884e25b8e64
---
 verif/generator/tosa_utils.py | 59 +++++++++++++++++++++++++++++++++----------
 1 file changed, 46 insertions(+), 13 deletions(-)

(limited to 'verif/generator/tosa_utils.py')

diff --git a/verif/generator/tosa_utils.py b/verif/generator/tosa_utils.py
index 3cd0370..75a0df5 100644
--- a/verif/generator/tosa_utils.py
+++ b/verif/generator/tosa_utils.py
@@ -1,7 +1,8 @@
-# Copyright (c) 2021-2022, ARM Limited.
+# Copyright (c) 2021-2023, ARM Limited.
 # SPDX-License-Identifier: Apache-2.0
 import struct
 import sys
+from enum import IntEnum
 
 import numpy as np
 from tosa.DType import DType
@@ -9,22 +10,54 @@ from tosa.DType import DType
 # Maximum dimension size for output and inputs for RESIZE
 MAX_RESIZE_DIMENSION = 16384
 
+# Data type information dictionary
+# - str: filename abbreviation
+# - width: number of bytes needed for type
+# - json: JSON type string
 DTYPE_ATTRIBUTES = {
-    DType.BOOL: {"str": "b", "width": 1},
-    DType.INT4: {"str": "i4", "width": 4},
-    DType.INT8: {"str": "i8", "width": 8},
-    DType.UINT8: {"str": "u8", "width": 8},
-    DType.INT16: {"str": "i16", "width": 16},
-    DType.UINT16: {"str": "u16", "width": 16},
-    DType.INT32: {"str": "i32", "width": 32},
-    DType.INT48: {"str": "i48", "width": 48},
-    DType.SHAPE: {"str": "i64", "width": 64},
-    DType.FP16: {"str": "f16", "width": 16},
-    DType.BF16: {"str": "bf16", "width": 16},
-    DType.FP32: {"str": "f32", "width": 32},
+    DType.BOOL: {"str": "b", "width": 1, "json": "BOOL"},
+    DType.INT4: {"str": "i4", "width": 4, "json": "INT4"},
+    DType.INT8: {"str": "i8", "width": 8, "json": "INT8"},
+    DType.UINT8: {"str": "u8", "width": 8, "json": "UINT8"},
+    DType.INT16: {"str": "i16", "width": 16, "json": "INT16"},
+    DType.UINT16: {"str": "u16", "width": 16, "json": "UINT16"},
+    DType.INT32: {"str": "i32", "width": 32, "json": "INT32"},
+    DType.INT48: {"str": "i48", "width": 48, "json": "INT48"},
+    DType.SHAPE: {"str": "s", "width": 64, "json": "SHAPE"},
+    DType.FP16: {"str": "f16", "width": 16, "json": "FP16"},
+    DType.BF16: {"str": "bf16", "width": 16, "json": "BF16"},
+    DType.FP32: {"str": "f32", "width": 32, "json": "FP32"},
 }
 
 
+class ComplianceMode(IntEnum):
+    """Compliance mode types."""
+
+    EXACT = 0
+    DOT_PRODUCT = 1
+    ULP = 2
+    FP_SPECIAL = 3
+    REDUCE_PRODUCT = 4
+
+
+class DataGenType(IntEnum):
+    """Data generator types."""
+
+    PSEUDO_RANDOM = 0
+    DOT_PRODUCT = 1
+    OP_BOUNDARY = 2
+    OP_FULLSET = 3
+    OP_SPECIAL = 4
+
+
+# Additional (optional) data for dot product data generator
+DG_DOT_PRODUCT_OPTIONAL_INFO = ("acc_type", "kernel", "axis")
+
+
+def dtypeIsFloat(dtype):
+    return dtype in (DType.FP16, DType.BF16, DType.FP32)
+
+
 def valueToName(item, value):
     """Get the name of an attribute with the given value.
 
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