diff --git a/docs/benchmarks.md b/docs/benchmarks.md new file mode 100644 index 0000000..bf555a5 --- /dev/null +++ b/docs/benchmarks.md @@ -0,0 +1,81 @@ + +# 基准测试 + +## ResNet + +
config | +backbone | +pretrain | +custom | +gpus | +batchs | +top1 acc | +top5 acc | +resolution(TxHxW) | +inference_time(image/s) | +gpu_mem(M) | +ckpt | +
---|---|---|---|---|---|---|---|---|---|---|---|
r50_custom_cifar100_224 | +resnet50 | +from scratch | +custom | +1 | +96 | +39.504 | +67.659 | +3x224x224 | +/ | +/ | +/ | +
r50_custom_pretrained_cifar100_224 | +resnet50 | +torchvision pretrained | +custom | +1 | +96 | +82.183 | +97.321 | +3x224x224 | +/ | +/ | +/ | +
r50_pytorch_cifar100_224 | +resnet50 | +from scratch | +torchvision | +1 | +96 | +41.032 | +69.018 | +3x224x224 | +/ | +/ | +/ | +
r50_pytorch_pretrained_cifar100_224 | +resnet50 | +torchvision pretrained | +torchvision | +1 | +96 | +82.183 | +97.321 | +3x224x224 | +/ | +/ | +/ | +