1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
|
/*
* Copyright (c) 2021 Arm Limited. All rights reserved.
* SPDX-License-Identifier: Apache-2.0
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
#include "MicroNetKwsModel.hpp"
#include "Wav2LetterModel.hpp"
#include "BufAttributes.hpp"
#include <catch.hpp>
namespace arm {
namespace app {
static uint8_t tensorArena[ACTIVATION_BUF_SZ] ACTIVATION_BUF_ATTRIBUTE;
namespace asr {
extern uint8_t* GetModelPointer();
extern size_t GetModelLen();
}
namespace kws {
extern uint8_t* GetModelPointer();
extern size_t GetModelLen();
}
} /* namespace app */
} /* namespace arm */
/* Skip this test, Wav2LetterModel if not Vela optimized but only from ML-zoo will fail. */
TEST_CASE("Init two Models", "[.]")
{
arm::app::MicroNetKwsModel model1;
arm::app::MicroNetKwsModel model2;
/* Ideally we should load the wav2letter model here, but there is
* none available to run on native (ops not supported on unoptimised
* version). However, we can certainly create two instances of the
* same type of model to see if our tensor arena re-use works as
* intended.
*
* @TODO: uncomment this when this model can run on native pipeline. */
//arm::app::Wav2LetterModel model2; /* model2. */
/* Load/initialise the first model. */
REQUIRE(model1.Init(arm::app::tensorArena,
sizeof(arm::app::tensorArena),
arm::app::kws::GetModelPointer(),
arm::app::kws::GetModelLen()));
/* Allocator instance should have been created. */
REQUIRE(nullptr != model1.GetAllocator());
/* Load the second model using the same allocator as model 1. */
REQUIRE(model2.Init(arm::app::tensorArena,
sizeof(arm::app::tensorArena),
arm::app::asr::GetModelPointer(),
arm::app::asr::GetModelLen(),
model1.GetAllocator()));
/* Make sure they point to the same allocator object. */
REQUIRE(model1.GetAllocator() == model2.GetAllocator());
/* Both models should report being initialised. */
REQUIRE(true == model1.IsInited());
REQUIRE(true == model2.IsInited());
}
|
