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 #2 - Jetson Orin Nano (Mar 29 2024, 20:24:13, failed)
13%
rgb-organization-2476-9b5
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 | 160 |
| backbone | mobilenet_v1_a0.1_160 |
3/30/2024, 5:48:07 PM
8%
rgb-organization-2476-5a1
PERFORMANCE
LATENCY
59 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 |
3/30/2024, 7:59:53 AM
rgb-organization-2476-1c4
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-2659-1f3
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT
224
|
224
IMAGE
RGB
ORGANIZATION BLOCK 2659
| Parameter | Value |
|---|---|
| epochs | 300 |
| backbone | mobilenet_v2_a0.25_160 |
rgb-organization-2659-0d0
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT
224
|
224
IMAGE
RGB
ORGANIZATION BLOCK 2659
| Parameter | Value |
|---|---|
| epochs | 400 |
| backbone | mobilenet_v2_a0.25_96 |
rgb-organization-2659-4d3
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT
224
|
224
IMAGE
RGB
ORGANIZATION BLOCK 2659
| Parameter | Value |
|---|---|
| epochs | 400 |
| backbone | mobilenet_v1_a0.25_160 |
rgb-organization-2476-017
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT
224
|
224
IMAGE
RGB
ORGANIZATION BLOCK 2476
| Parameter | Value |
|---|---|
| epochs | 120 |
| backbone | mobilenet_v2_a0.25_160 |
rgb-organization-2476-801
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT
224
|
224
IMAGE
RGB
ORGANIZATION BLOCK 2476
| Parameter | Value |
|---|---|
| epochs | 160 |
| backbone | mobilenet_v1_a0.5_160 |
rgb-organization-2476-bb6
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 |
rgb-organization-2476-fe6
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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