add FP16 add unit test
[ieee754fpu.git] / src / add / unit_test_half.py
1 from random import randint
2 from random import seed
3
4 import sys
5 from sfpy import Float16
6
7 def get_mantissa(x):
8 return 0x3ff & x
9
10 def get_exponent(x):
11 return ((x & 0xf800) >> 11) - 15
12
13 def get_sign(x):
14 return ((x & 0x8000) >> 15)
15
16 def is_nan(x):
17 return get_exponent(x) == 16 and get_mantissa(x) != 0
18
19 def is_inf(x):
20 return get_exponent(x) == 16 and get_mantissa(x) == 0
21
22 def is_pos_inf(x):
23 return is_inf(x) and not get_sign(x)
24
25 def is_neg_inf(x):
26 return is_inf(x) and get_sign(x)
27
28 def match(x, y):
29 return (
30 (is_pos_inf(x) and is_pos_inf(y)) or
31 (is_neg_inf(x) and is_neg_inf(y)) or
32 (is_nan(x) and is_nan(y)) or
33 (x == y)
34 )
35
36 def get_case(dut, a, b):
37 yield dut.in_a.v.eq(a)
38 yield dut.in_a.stb.eq(1)
39 yield
40 yield
41 a_ack = (yield dut.in_a.ack)
42 assert a_ack == 0
43 yield dut.in_b.v.eq(b)
44 yield dut.in_b.stb.eq(1)
45 b_ack = (yield dut.in_b.ack)
46 assert b_ack == 0
47
48 while True:
49 yield
50 out_z_stb = (yield dut.out_z.stb)
51 if not out_z_stb:
52 continue
53 yield dut.in_a.stb.eq(0)
54 yield dut.in_b.stb.eq(0)
55 yield dut.out_z.ack.eq(1)
56 yield
57 yield dut.out_z.ack.eq(0)
58 yield
59 yield
60 break
61
62 out_z = yield dut.out_z.v
63 return out_z
64
65 def check_case(dut, a, b, z):
66 out_z = yield from get_case(dut, a, b)
67 assert out_z == z, "Output z 0x%x not equal to expected 0x%x" % (out_z, z)
68
69
70 def run_test(dut, stimulus_a, stimulus_b, op):
71
72 expected_responses = []
73 actual_responses = []
74 for a, b in zip(stimulus_a, stimulus_b):
75 af = Float16.from_bits(a)
76 bf = Float16.from_bits(b)
77 z = op(af, bf)
78 expected_responses.append(z.get_bits())
79 #print (af, bf, z)
80 actual = yield from get_case(dut, a, b)
81 actual_responses.append(actual)
82
83 if len(actual_responses) < len(expected_responses):
84 print ("Fail ... not enough results")
85 exit(0)
86
87 for expected, actual, a, b in zip(expected_responses, actual_responses,
88 stimulus_a, stimulus_b):
89 passed = match(expected, actual)
90
91 if not passed:
92
93 print ("Fail ... expected:", hex(expected), "actual:", hex(actual))
94
95 print (hex(a))
96 print ("a mantissa:", get_mantissa(a))
97 print ("a exponent:", get_exponent(a))
98 print ("a sign:", get_sign(a))
99
100 print (hex(b))
101 print ("b mantissa:", get_mantissa(b))
102 print ("b exponent:", get_exponent(b))
103 print ("b sign:", get_sign(b))
104
105 print (hex(expected))
106 print ("expected mantissa:", get_mantissa(expected))
107 print ("expected exponent:", get_exponent(expected))
108 print ("expected sign:", get_sign(expected))
109
110 print (hex(actual))
111 print ("actual mantissa:", get_mantissa(actual))
112 print ("actual exponent:", get_exponent(actual))
113 print ("actual sign:", get_sign(actual))
114
115 sys.exit(0)
116
117 def run_corner_cases(dut, count, op):
118 #corner cases
119 corners = [0x8000, 0x0000, 0x7800, 0xf800, 0x7c00, 0xfc00]
120 from itertools import permutations
121 stimulus_a = [i[0] for i in permutations(corners, 2)]
122 stimulus_b = [i[1] for i in permutations(corners, 2)]
123 yield from run_test(dut, stimulus_a, stimulus_b, op)
124 count += len(stimulus_a)
125 print (count, "vectors passed")
126
127
128 def run_edge_cases(dut, count, op):
129 #edge cases
130 stimulus_a = [0x8000 for i in range(1000)]
131 stimulus_b = [randint(0, 1<<16) for i in range(1000)]
132 yield from run_test(dut, stimulus_a, stimulus_b, op)
133 count += len(stimulus_a)
134 print (count, "vectors passed")
135
136 stimulus_a = [0x0000 for i in range(1000)]
137 stimulus_b = [randint(0, 1<<16) for i in range(1000)]
138 yield from run_test(dut, stimulus_a, stimulus_b, op)
139 count += len(stimulus_a)
140 print (count, "vectors passed")
141
142 stimulus_b = [0x8000 for i in range(1000)]
143 stimulus_a = [randint(0, 1<<16) for i in range(1000)]
144 yield from run_test(dut, stimulus_a, stimulus_b, op)
145 count += len(stimulus_a)
146 print (count, "vectors passed")
147
148 stimulus_b = [0x0000 for i in range(1000)]
149 stimulus_a = [randint(0, 1<<16) for i in range(1000)]
150 yield from run_test(dut, stimulus_a, stimulus_b, op)
151 count += len(stimulus_a)
152 print (count, "vectors passed")
153
154 stimulus_a = [0x7800 for i in range(1000)]
155 stimulus_b = [randint(0, 1<<16) for i in range(1000)]
156 yield from run_test(dut, stimulus_a, stimulus_b, op)
157 count += len(stimulus_a)
158 print (count, "vectors passed")
159
160 stimulus_a = [0xF800 for i in range(1000)]
161 stimulus_b = [randint(0, 1<<16) for i in range(1000)]
162 yield from run_test(dut, stimulus_a, stimulus_b, op)
163 count += len(stimulus_a)
164 print (count, "vectors passed")
165
166 stimulus_b = [0x7800 for i in range(1000)]
167 stimulus_a = [randint(0, 1<<16) for i in range(1000)]
168 yield from run_test(dut, stimulus_a, stimulus_b, op)
169 count += len(stimulus_a)
170 print (count, "vectors passed")
171
172 stimulus_b = [0xF800 for i in range(1000)]
173 stimulus_a = [randint(0, 1<<16) for i in range(1000)]
174 yield from run_test(dut, stimulus_a, stimulus_b, op)
175 count += len(stimulus_a)
176 print (count, "vectors passed")
177
178 stimulus_a = [0x7C00 for i in range(1000)]
179 stimulus_b = [randint(0, 1<<16) for i in range(1000)]
180 yield from run_test(dut, stimulus_a, stimulus_b, op)
181 count += len(stimulus_a)
182 print (count, "vectors passed")
183
184 stimulus_a = [0xFC00 for i in range(1000)]
185 stimulus_b = [randint(0, 1<<16) for i in range(1000)]
186 yield from run_test(dut, stimulus_a, stimulus_b, op)
187 count += len(stimulus_a)
188 print (count, "vectors passed")
189
190 stimulus_b = [0x7C00 for i in range(1000)]
191 stimulus_a = [randint(0, 1<<16) for i in range(1000)]
192 yield from run_test(dut, stimulus_a, stimulus_b, op)
193 count += len(stimulus_a)
194 print (count, "vectors passed")
195
196 stimulus_b = [0xFC00 for i in range(1000)]
197 stimulus_a = [randint(0, 1<<16) for i in range(1000)]
198 yield from run_test(dut, stimulus_a, stimulus_b, op)
199 count += len(stimulus_a)
200 print (count, "vectors passed")
201
202 #seed(0)
203 for i in range(100000):
204 stimulus_a = [randint(0, 1<<16) for i in range(1000)]
205 stimulus_b = [randint(0, 1<<16) for i in range(1000)]
206 yield from run_test(dut, stimulus_a, stimulus_b, op)
207 count += 1000
208 print (count, "random vectors passed")
209