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
Jetson Orin Nano
Nvidia Jetson Orin Nano
100 ms
8388608 kB
134217728 kB
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Run #4 - Jetson Orin Nano (Mar 31 2024, 21:34:43, cancelled)
1%
rgb-organization-2476-61a
PERFORMANCE
LATENCY
8 ms of
100 ms
RAM
4 kB of
8388608 kB
ROM
1618 kB of
134217728 kB
DSP
NN
Unused
IMAGE INPUT
320
|
320
IMAGE
RGB
ORGANIZATION BLOCK 2476
| Parameter | Value |
|---|---|
| epochs | 160 |
| backbone | mobilenet_v2_a0.1_160 |
4/1/2024, 5:41:23 AM
0%
rgb-organization-2476-a0d
PERFORMANCE
LATENCY
61 ms of
100 ms
RAM
1510 kB of
8388608 kB
ROM
21543 kB of
134217728 kB
DSP
NN
Unused
IMAGE INPUT
320
|
320
IMAGE
RGB
ORGANIZATION BLOCK 2476
| Parameter | Value |
|---|---|
| epochs | 200 |
| backbone | mobilenet_v1_a0.1_96 |
4/1/2024, 1:53:26 AM
rgb-organization-2476-3a8
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT
320
|
320
IMAGE
RGB
ORGANIZATION BLOCK 2476
| Parameter | Value |
|---|---|
| epochs | 400 |
| backbone | mobilenet_v2_a0.25_160 |
rgb-organization-2659-c7a
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT
320
|
320
IMAGE
RGB
ORGANIZATION BLOCK 2659
| Parameter | Value |
|---|---|
| epochs | 100 |
| backbone | mobilenet_v2_a0.25_96 |
rgb-organization-2659-be9
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT
320
|
320
IMAGE
RGB
ORGANIZATION BLOCK 2659
| Parameter | Value |
|---|---|
| epochs | 300 |
| backbone | mobilenet_v1_a0.25_160 |
rgb-organization-2476-d4a
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT
320
|
320
IMAGE
RGB
ORGANIZATION BLOCK 2476
| Parameter | Value |
|---|---|
| epochs | 300 |
| backbone | mobilenet_v1_a0.5_160 |
rgb-organization-2476-0ce
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT
320
|
320
IMAGE
RGB
ORGANIZATION BLOCK 2476
| Parameter | Value |
|---|---|
| epochs | 120 |
| backbone | mobilenet_v2_a0.25_160 |
rgb-organization-2476-c69
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT
320
|
320
IMAGE
RGB
ORGANIZATION BLOCK 2476
| Parameter | Value |
|---|---|
| epochs | 160 |
| backbone | mobilenet_v1_a0.5_160 |
rgb-organization-2476-0e9
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT
320
|
320
IMAGE
RGB
ORGANIZATION BLOCK 2476
| Parameter | Value |
|---|---|
| epochs | 160 |
| backbone | mobilenet_v1_a0.1_160 |
rgb-organization-2476-4e4
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT
320
|
320
IMAGE
RGB
ORGANIZATION BLOCK 2476
| Parameter | Value |
|---|---|
| epochs | 120 |
| backbone | mobilenet_v2 |
Training output
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