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Showing content from https://github.com/bytedeco/javacpp-presets/issues/1141 below:

about Memory growth test of Tritonserver · Issue #1141 · bytedeco/javacpp-presets · GitHub

We try to test the memory growth by gather the stats of memory usage when doing inference.
each time when we do an inference, we will get the statistics of memory it allocated. we found that:
("The max allocation of Memory when doing a single inference" - "The average allocation of Memory when doing a single inference") / ("The max allocation of Memory when doing a single inference") = 0.46, which means the variation is too big, why? it varies from about 700MB to 1500MB.

attached is the simple.java file and the test.sh script, probably to reproduce this, one need to modify the dir in the test.sh accordingly.

@saudet

L0_memory_growth.zip


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