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update readme
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zhouyu committed Nov 10, 2023
1 parent dbf90a4 commit 57d9f16
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3 changes: 1 addition & 2 deletions training/benchmarks/bigtransfer/pytorch/config/_base.py
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eval_batch_size: int = batch_size

target_mAP: float = 0.83
# max_steps: int = 40000
max_steps: int = 50
max_steps: int = 40000
# step per epoch=1281167/global batchsize
# 40000 steps with bs==24 1*8 are 4 epoch
# indeed, transfer model should only fine-tune 1 epoch
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6 changes: 3 additions & 3 deletions training/nvidia/bigtransfer-pytorch/README.md
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| 总吞吐量 | p_whole,见“性能指标” | 实际训练样本数除以总时间(performance_whole) |
| 训练吞吐量 | p_train,见“性能指标” | 不包含每个epoch末尾的评估部分耗时 |
| **计算吞吐量** | **p_core,见“性能指标”** | 不包含数据IO部分的耗时(p3>p2>p1) |
| 训练结果 | val_loss,见“性能指标” | 验证loss |
| 训练结果 | acc,见“性能指标” | 单位为top1分类准确率(acc1) |
| 额外修改项 || |

* 性能指标
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| ----------------- | --------- | ------ | -------- | ------- | ------- | ------ | ---------- | --------- |
| A100单机8卡(1x8) | fp32 | / | 5869 | 222 | 225 | 228 | 0.84192 | 31.4/40.0 |
| A100单机8卡(1x8) | fp32 | bs=20 | 5505 | 236 | 240 | 243 | 0.84016 | 37.4/40.0 |
| A100单机单卡(1x1) | fp32 | bs=16 | | 23.1 | 29.5 | 29.8 | | 38.1/40.0 |
| A100两机8卡(2x8) | fp32 | bs=20 | | 459 | 465 | 470 | | 36.6/40.0 |
| A100单机单卡(1x1) | fp32 | bs=16 | / | 23.1 | 29.5 | 29.8 | / | 38.1/40.0 |
| A100两机8卡(2x8) | fp32 | bs=20 | / | 459 | 465 | 470 | / | 36.6/40.0 |


训练精度来源:https://paperswithcode.com/paper/large-scale-learning-of-general-visual
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