The EON Tuner helps you quickly run hyper-parameter sweeps that explore different pre-processing + model architectures optimized for your defined objectives. Clone this project to use the EON Tuner.
Target
Run #1
Qualcomm Dragonwing RB3 Gen 2 Development Kit
100 ms
8388608 kB
134217728 kB
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General
F1-score
Precision
Recall
59%
rgb-organization-6493-fc7
PERFORMANCE
LATENCY
5 ms of
100 ms
RAM
NaN kB of
8388608 kB
ROM
18298 kB of
134217728 kB
DSP
NN
Unused
IMAGE INPUT
320
|
320
IMAGE
RGB
ORGANIZATION BLOCK 6493
| Parameter | Value |
|---|---|
| epochs | 60 |
| sizing | medium |
| batch-size | 16 |
| learning-rate | 0.001 |
| freeze-backbone | false |
| architecture-type | no_attn_relu |
| spatial-augmentation | low |
| use-pretrained-weights | true |
| color-space-augmentation | low |
| early-stopping-start-epoch | 10 |
1 10/9/2025, 3:22:30 PM
59%
rgb-organization-6493-fb5
PERFORMANCE
LATENCY
21 ms of
100 ms
RAM
NaN kB of
8388608 kB
ROM
18316 kB of
134217728 kB
DSP
NN
Unused
IMAGE INPUT
640
|
640
IMAGE
RGB
ORGANIZATION BLOCK 6493
| Parameter | Value |
|---|---|
| epochs | 60 |
| sizing | medium |
| batch-size | 16 |
| learning-rate | 0.001 |
| freeze-backbone | false |
| architecture-type | no_attn_relu |
| spatial-augmentation | low |
| use-pretrained-weights | true |
| color-space-augmentation | low |
| early-stopping-start-epoch | 10 |
0 10/9/2025, 2:55:23 PM
59%
rgb-organization-6493-c75
PERFORMANCE
LATENCY
3 ms of
100 ms
RAM
NaN kB of
8388608 kB
ROM
7573 kB of
134217728 kB
DSP
NN
Unused
IMAGE INPUT
320
|
320
IMAGE
RGB
ORGANIZATION BLOCK 6493
| Parameter | Value |
|---|---|
| epochs | 60 |
| sizing | small |
| batch-size | 16 |
| learning-rate | 0.001 |
| freeze-backbone | false |
| architecture-type | no_attn_relu |
| spatial-augmentation | low |
| use-pretrained-weights | true |
| color-space-augmentation | low |
| early-stopping-start-epoch | 10 |
0 10/9/2025, 2:38:26 PM
56%
rgb-organization-6493-744
PERFORMANCE
LATENCY
8 ms of
100 ms
RAM
NaN kB of
8388608 kB
ROM
7591 kB of
134217728 kB
DSP
NN
Unused
IMAGE INPUT
640
|
640
IMAGE
RGB
ORGANIZATION BLOCK 6493
| Parameter | Value |
|---|---|
| epochs | 60 |
| sizing | small |
| batch-size | 16 |
| learning-rate | 0.001 |
| freeze-backbone | false |
| architecture-type | no_attn_relu |
| spatial-augmentation | low |
| use-pretrained-weights | true |
| color-space-augmentation | low |
| early-stopping-start-epoch | 10 |
0 10/9/2025, 2:27:08 PM
41%
rgb-organization-6493-6f0
PERFORMANCE
LATENCY
2 ms of
100 ms
RAM
NaN kB of
8388608 kB
ROM
2566 kB of
134217728 kB
DSP
NN
Unused
IMAGE INPUT
320
|
320
IMAGE
RGB
ORGANIZATION BLOCK 6493
| Parameter | Value |
|---|---|
| epochs | 60 |
| sizing | nano |
| batch-size | 16 |
| learning-rate | 0.001 |
| freeze-backbone | false |
| architecture-type | no_attn_relu |
| spatial-augmentation | low |
| use-pretrained-weights | true |
| color-space-augmentation | low |
| early-stopping-start-epoch | 10 |
0 10/9/2025, 2:17:28 PM
22%
rgb-organization-6493-3a1
PERFORMANCE
LATENCY
5 ms of
100 ms
RAM
NaN kB of
8388608 kB
ROM
2584 kB of
134217728 kB
DSP
NN
Unused
IMAGE INPUT
640
|
640
IMAGE
RGB
ORGANIZATION BLOCK 6493
| Parameter | Value |
|---|---|
| epochs | 60 |
| sizing | nano |
| batch-size | 16 |
| learning-rate | 0.001 |
| freeze-backbone | false |
| architecture-type | no_attn_relu |
| spatial-augmentation | low |
| use-pretrained-weights | true |
| color-space-augmentation | low |
| early-stopping-start-epoch | 10 |
0 10/9/2025, 2:19:05 PM
Training output
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