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
Filters
Status
DSP type
Model type
View
Data set
Variant
Sort
General
F1-score
Precision
Recall
Run #5 - Jetson Orin Nano (Apr 01 2024, 09:47:53, failed)
rgb-organization-2476-956
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 |
4/1/2024, 12:55:03 PM
rgb-organization-2659-fb6
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_v2_a0.25_160 |
rgb-organization-2659-80c
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT
320
|
320
IMAGE
RGB
ORGANIZATION BLOCK 2659
| Parameter | Value |
|---|---|
| epochs | 400 |
| backbone | mobilenet_v1_a0.25_160 |
rgb-organization-2476-263
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-2476-575
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-fec
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-d69
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-2476-6b7
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-2659-c55
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT
320
|
320
IMAGE
RGB
ORGANIZATION BLOCK 2659
| Parameter | Value |
|---|---|
| epochs | 400 |
| backbone | mobilenet_v2_a0.25_96 |
rgb-organization-2476-ac9
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
Hide
Click 'Run EON Tuner' to begin
