artifacts size: 1.44 GB
avg inference time (CPU): 8 seconds
avg inference time (GPU): 2.2662 seconds
avg memory usage: 1800 MB
artifacts size: 13.9 MB
avg inference time (CPU): 0.0079 seconds
avg memory usage: 277.8194 MB
| Epochs | Walks | Length | Window | Top-1 Accuracy | Top-3 Accuracy | Top-10 Accuracy |
|---|---|---|---|---|---|---|
| 1 | 10 | 10 | 5 | 0.3694 | 0.6660 | 0.7575 |
| 10 | 10 | 10 | 5 | 0.4182 | 0.7706 | 0.8894 |
| 100 | 10 | 10 | 5 | 0.4718 | 0.8012 | 0.8958 |
| 100 | 100 | 10 | 5 | 0.4371 | 0.7299 | 0.8279 |
| 1000 | 10 | 10 | 5 | 0.4847 | 0.7960 | 0.8926 |
| 100 | 20 | 20 | 3 | 0.4334 | 0.7288 | 0.8482 |
| 100 | 20 | 20 | 10 | 0.4521 | 0.7607 | 0.8717 |
vocabulary = 100,000
average memory usage: 273.777 MB
average execution time: 0.0113 seconds
artifacts size: 61.3 MB
vocabulary = 200,000
average memory usage: 325.8949 MB
average execution time: 0.0155 seconds
artifacts size: 122 MB
vocabulary = 300,000
average memory usage: 377.1085 MB
average execution time: 0.0185 seconds
artifacts size: 168 MB
vocabulary = 400,000
average memory usage: 428.3011 MB
average execution time: 0.0227 seconds
artifacts size: 224 MB
vocabulary = 500,000
average memory usage: 478.8532 MB
average execution time: 0.0273 seconds
artifacts size: 280 MB
vocabulary = 600,000
average memory usage: 531.0189 MB
average execution time: 0.0301 seconds
artifacts size: 368 MB
vocabulary = 700,000
average memory usage: 581.3494 MB
average execution time: 0.0333 seconds
artifacts size: 429 MB
vocabulary = 800,000
average memory usage: 633.226 MB
average execution time: 0.038 seconds
artifacts size: 448 MB
vocabulary = 900,000
average memory usage: 685.1932 MB
average execution time: 0.0439 seconds
artifacts size: 552 MB
vocabulary = 1,000,000
average memory usage: 734.5819 MB
average execution time: 0.0444 seconds
artifacts size: 561 MB
