Cloud TPU 工具未生成配置文件

Question

我已按照Cloud TPU Tools 上的说明进行操作。除了必须将 --tpu_name 更改为 --tpu 的第 4 步之外，一切似乎都按预期工作。

失败的是“个人资料”标签的生成。我执行了

capture_tpu_profile --tpu_name=$TPU_NAME --logdir=${model_dir}

生产的

Welcome to the Cloud TPU Profiler v1.6.0
Starting to profile TPU traces for 2000 ms. Remaining attempt(s): 3
Limiting the number of trace events to 1000000
Profile session succeed for host(s):10.240.1.2

我多次刷新/重新启动 TensorBoard，但没有“配置文件”选项卡，从下拉菜单中单击“配置文件”不会返回任何数据。

这是 Cloud TPU 分析器的已知问题吗？

--编辑1--

Profiler v 1.5.2 未能收集跟踪事件。

Welcome to the Cloud TPU Profiler v1.5.2
Starting to profile TPU traces for 2000 ms. Remaining attempt(s): 3
Limiting the number of trace events to 1000000
No trace event is collected. Automatically retrying.

Starting to profile TPU traces for 2000 ms. Remaining attempt(s): 2
Limiting the number of trace events to 1000000
No trace event is collected. Automatically retrying.

Starting to profile TPU traces for 2000 ms. Remaining attempt(s): 1
Limiting the number of trace events to 1000000
No trace event is collected after 3 attempt(s). Perhaps, you want to try again (with more attempts?).
Tip: increase number of attempts with --num_tracing_attempts.

Answer 1

你能用Cloud TPU Profiler 1.5.2再试一次吗？

pip install cloud-tpu-profiler==1.5.2

Cloud TPU profiler 1.6.0 和 worker 列表功能仅在 tensorflow 的当前 master 分支中支持，而使用以下命令时向后兼容 tf-1.8 capture_tpu_profile —service_addr=10.240.1.2 —logdir=${model_dir}