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[profiler] Support top-level memory events #51421
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Commits on Jan 31, 2021
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[profiler] Support top-level memory events
Summary: Mark memory events that did not happen within an operator context explicitly in the profiler output. This PR also adds an API to track memory events outside of or partially overlapping with the profiler scope. Test Plan: python test/test_profiler.py -k test_memory_profiler [ghstack-poisoned]
ilia-cher committedJan 31, 2021 Configuration menu - View commit details
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Commits on Feb 2, 2021
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Update on "[profiler] Support top-level memory events"
Summary: Mark memory events that did not happen within an operator context explicitly in the profiler output. This PR also adds an API to track memory events outside of or partially overlapping with the profiler scope. Test Plan: python test/test_profiler.py -k test_memory_profiler ``` ------------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ Name Self CPU % Self CPU CPU total % CPU total CPU time avg CPU Mem Self CPU Mem CUDA Mem Self CUDA Mem # of Calls ------------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ aten::rand 40.00% 10.000us 100.00% 25.000us 25.000us 400 b 0 b 0 b 0 b 1 aten::empty 24.00% 6.000us 24.00% 6.000us 6.000us 400 b 400 b 0 b 0 b 1 aten::uniform_ 36.00% 9.000us 36.00% 9.000us 9.000us 0 b 0 b 0 b 0 b 1 [memory] 0.00% 0.000us 0.00% 0.000us 0.000us -400 b -400 b -512 b -512 b 2 ------------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ``` Differential Revision: [D26166518](https://our.internmc.facebook.com/intern/diff/D26166518) [ghstack-poisoned]ilia-cher committedFeb 2, 2021 Configuration menu - View commit details
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Commits on Feb 3, 2021
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Update on "[profiler] Support top-level memory events"
Summary: Mark memory events that did not happen within an operator context explicitly in the profiler output. This PR also adds an API to track memory events outside of or partially overlapping with the profiler scope. Test Plan: python test/test_profiler.py -k test_memory_profiler ``` ------------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ Name Self CPU % Self CPU CPU total % CPU total CPU time avg CPU Mem Self CPU Mem CUDA Mem Self CUDA Mem # of Calls ------------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ aten::rand 40.00% 10.000us 100.00% 25.000us 25.000us 400 b 0 b 0 b 0 b 1 aten::empty 24.00% 6.000us 24.00% 6.000us 6.000us 400 b 400 b 0 b 0 b 1 aten::uniform_ 36.00% 9.000us 36.00% 9.000us 9.000us 0 b 0 b 0 b 0 b 1 [memory] 0.00% 0.000us 0.00% 0.000us 0.000us -400 b -400 b -512 b -512 b 2 ------------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ``` Differential Revision: [D26166518](https://our.internmc.facebook.com/intern/diff/D26166518) [ghstack-poisoned]ilia-cher committedFeb 3, 2021 Configuration menu - View commit details
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Update on "[profiler] Support top-level memory events"
Summary: Mark memory events that did not happen within an operator context explicitly in the profiler output. This PR also adds an API to track memory events outside of or partially overlapping with the profiler scope. Test Plan: python test/test_profiler.py -k test_memory_profiler ``` ------------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ Name Self CPU % Self CPU CPU total % CPU total CPU time avg CPU Mem Self CPU Mem CUDA Mem Self CUDA Mem # of Calls ------------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ aten::rand 40.00% 10.000us 100.00% 25.000us 25.000us 400 b 0 b 0 b 0 b 1 aten::empty 24.00% 6.000us 24.00% 6.000us 6.000us 400 b 400 b 0 b 0 b 1 aten::uniform_ 36.00% 9.000us 36.00% 9.000us 9.000us 0 b 0 b 0 b 0 b 1 [memory] 0.00% 0.000us 0.00% 0.000us 0.000us -400 b -400 b -512 b -512 b 2 ------------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ``` Differential Revision: [D26166518](https://our.internmc.facebook.com/intern/diff/D26166518) [ghstack-poisoned]ilia-cher committedFeb 3, 2021 Configuration menu - View commit details
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Commits on Feb 4, 2021
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Update on "[profiler] Support top-level memory events"
Summary: Mark memory events that did not happen within an operator context explicitly in the profiler output. Test Plan: python test/test_profiler.py -k test_memory_profiler ``` ------------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ Name Self CPU % Self CPU CPU total % CPU total CPU time avg CPU Mem Self CPU Mem CUDA Mem Self CUDA Mem # of Calls ------------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ aten::rand 40.00% 10.000us 100.00% 25.000us 25.000us 400 b 0 b 0 b 0 b 1 aten::empty 24.00% 6.000us 24.00% 6.000us 6.000us 400 b 400 b 0 b 0 b 1 aten::uniform_ 36.00% 9.000us 36.00% 9.000us 9.000us 0 b 0 b 0 b 0 b 1 [memory] 0.00% 0.000us 0.00% 0.000us 0.000us -400 b -400 b -512 b -512 b 2 ------------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ``` Differential Revision: [D26166518](https://our.internmc.facebook.com/intern/diff/D26166518) [ghstack-poisoned]ilia-cher committedFeb 4, 2021 Configuration menu - View commit details
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