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docs(benchmarks): resnset custom/pytorch 测试
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| # 基准测试 | ||
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| ## ResNet | ||
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| <table> | ||
| <thead> | ||
| <tr> | ||
| <th>config</th> | ||
| <th>backbone</th> | ||
| <th>pretrain</th> | ||
| <th>custom</th> | ||
| <th>gpus</th> | ||
| <th>batchs</th> | ||
| <th>top1 acc</th> | ||
| <th>top5 acc</th> | ||
| <th>resolution(TxHxW)</th> | ||
| <th>inference_time(image/s)</th> | ||
| <th>gpu_mem(M)</th> | ||
| <th>ckpt</th> | ||
| </tr> | ||
| </thead> | ||
| <tbody> | ||
| <tr> | ||
| <td><a href="https://cloud.zhujian.tech:9300/s/CL58YL7S7wHPTyr" target="_blank" rel="noopener noreferrer">r50_custom_cifar100_224</a></td> | ||
| <td>resnet50</td> | ||
| <td>from scratch</td> | ||
| <td>custom</td> | ||
| <td>1</td> | ||
| <td>96</td> | ||
| <td>39.504</td> | ||
| <td>67.659</td> | ||
| <td>3x224x224</td> | ||
| <td>/</td> | ||
| <td>/</td> | ||
| <td>/</td> | ||
| </tr> | ||
| <tr> | ||
| <td><a href="https://cloud.zhujian.tech:9300/s/4ADbnYzsgk2SQfi" target="_blank" rel="noopener noreferrer">r50_custom_pretrained_cifar100_224</a></td> | ||
| <td>resnet50</td> | ||
| <td>torchvision pretrained</td> | ||
| <td>custom</td> | ||
| <td>1</td> | ||
| <td>96</td> | ||
| <td>82.183</td> | ||
| <td>97.321</td> | ||
| <td>3x224x224</td> | ||
| <td>/</td> | ||
| <td>/</td> | ||
| <td>/</td> | ||
| </tr> | ||
| <tr> | ||
| <td><a href="https://cloud.zhujian.tech:9300/s/ZfHkTxSqce4zCwB" target="_blank" rel="noopener noreferrer">r50_pytorch_cifar100_224</a></td> | ||
| <td>resnet50</td> | ||
| <td>from scratch</td> | ||
| <td>torchvision</td> | ||
| <td>1</td> | ||
| <td>96</td> | ||
| <td>41.032</td> | ||
| <td>69.018</td> | ||
| <td>3x224x224</td> | ||
| <td>/</td> | ||
| <td>/</td> | ||
| <td>/</td> | ||
| </tr> | ||
| <tr> | ||
| <td><a href="https://cloud.zhujian.tech:9300/s/k4aqzLAnqtXCM8X" target="_blank" rel="noopener noreferrer">r50_pytorch_pretrained_cifar100_224</a></td> | ||
| <td>resnet50</td> | ||
| <td>torchvision pretrained</td> | ||
| <td>torchvision</td> | ||
| <td>1</td> | ||
| <td>96</td> | ||
| <td>82.183</td> | ||
| <td>97.321</td> | ||
| <td>3x224x224</td> | ||
| <td>/</td> | ||
| <td>/</td> | ||
| <td>/</td> | ||
| </tr> | ||
| </tbody> | ||
| </table> |