Last active
February 5, 2023 17:19
-
-
Save gngdb/70b8d6f6c2d838de7948d11128de037d to your computer and use it in GitHub Desktop.
Graphing performance for a report.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Name | Top 1 Error | Mult-Adds | Params | Citation | |
|---|---|---|---|---|---|
| NASNet-A | 2.65 | ? | 2.76e7 | zoph2017learning | |
| NASNet-B | 3.73 | ? | 2.6e6 | zoph2017learning | |
| NASNet-C | 3.59 | ? | 3.1e6 | zoph2017learning | |
| DenseNet-40-12 | 5.24 | ? | 1e6 | huang2016densely | |
| DenseNet-100-12 | 4.1 | ? | 7e6 | huang2016densely | |
| DenseNet-100-24 | 3.74 | ? | 2.72e7 | huang2016densely | |
| DenseNet-100-40 | 3.46 | ? | 2.56e7 | huang2016densely | |
| ResNet-110 | 6.61 | 7.6e9 | 1.7e6 | he2016deep | |
| PNASNet-5 | 3.41 | ? | 3.2e6 | liu2017progressive | |
| AmoebaNet-A | 3.34 | ? | 2.8e6 | real2017large | |
| AmoebaNet-B | 3.37 | ? | 3.2e6 | real2017large | |
| DARTS | 2.83 | ? | 3.4e6 | liu2018darts | |
| WRN-40-4 | 4.53 | ? | 8.9e6 | zagoruyko2016wide | |
| WRN-16-8 | 4.27 | ? | 11e6 | zagoruyko2016wide | |
| WRN-28-10 | 4.00 | ? | 3.65e7 | zagoruyko2016wide | |
| CondenseNet-94 | 5.00 | 1.22e8 | 3.3e5 | huang2017condensenet | |
| CondenseNet-86 | 5.00 | 6.5e7 | 5.2e5 | huang2017condensenet | |
| CondenseNet-160 | 3.46 | 1.084e9 | 3.1e6 | huang2017condensenet | |
| CondenseNet-182 | 3.76 | 5.13e8 | 4.2e6 | huang2017condensenet | |
| Moonshine-G(N/8) | 5.06 | 4.558e5 | 8.64e7 | crowley2017moonshine | |
| Moonshine-BG(2-M/4) | 6.03 | 1.657e5 | 2.82e7 | crowley2017moonshine |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Name | Top 1 Error | Mult-Adds | Params | Citation | |
|---|---|---|---|---|---|
| Conv MobileNet | 28.3 | 4.866e9 | 2.93e7 | howard2017mobilenets | |
| MobileNet | 29.4 | 5.69e8 | 4.2e6 | howard2017mobilenets | |
| 0.75 MobileNet | 31.25 | 3.25e8 | 2.6e6 | howard2017mobilenets | |
| 0.5 MobileNet | 36.3 | 1.49e8 | 1.3e6 | howard2017mobilenets | |
| 0.25 MobileNet | 49.4 | 4.1e7 | 5.0e5 | howard2017mobilenets | |
| GoogleNet | 31.1 | 1.55e9 | 6.8e6 | szegedy2015going | |
| Squeezenet | 42.5 | 1.7e9 | 1.25e6 | iandola2016squeeze | |
| ShuffleNet | 32.4 | 1.4e8 | 1.878e6 | zhang2017shuffle | |
| ShuffleNet 2x | 24.7 | 5.27e8 | 7.512e6 | zhang2017shuffle | |
| NASNet-A | 26.0 | 5.64e8 | 5.3e6 | zoph2017learning | |
| NASNet-B | 27.2 | 4.88e8 | 5.3e6 | zoph2017learning | |
| NASNet-C | 27.5 | 5.56e8 | 4.9e6 | zoph2017learning | |
| PNASNet-5 | 25.8 | 5.88e8 | 5.1e6 | liu2017progressive | |
| AmoebaNet-A | 25.5 | 5.55e8 | 5.1e6 | real2017large | |
| AmoebaNet-C | 24.3 | 5.7e8 | 6.4e6 | real2017large | |
| DARTS | 26.9 | 5.95e8 | 4.9e6 | liu2018darts | |
| Moonshine-G(4) | 26.61 | 1.395e9 | 8.1e6 | crowley2017moonshine | |
| Moonshine-G(N) | 32.98 | 5.59e8 | 3.1e6 | crowley2017moonshine | |
| DenseNet-121 | 25.02 | 0.6e10 | 0.9e7 | huang2016densely | |
| DenseNet-169 | 23.8 | 0.7e10 | 1.2e7 | huang2016densely | |
| DenseNet-201 | 22.58 | 0.8e10 | 2e7 | huang2016densely | |
| DenseNet-264 | 22.15 | 1.15e10 | 3.3e7 | huang2016densely | |
| WRN-50-2 | 21.9 | 1e10 | 6.89e7 | zagoruyko2016wide | |
| CondenseNet-8 | 29.0 | 2.74e8 | 2.9e6 | huang2017condensenet | |
| CondenseNet-4 | 26.2 | 5.29e8 | 4.8e6 | huang2017condensenet | |
| MobileNetV2 | 28.0 | 3e8 | 3.4e6 | sandler2018inverted | |
| MobileNetV2_1.4 | 25.3 | 5.85e8 | 6.9e6 | sandler2018inverted |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment