move input generation for type dispatcher benchmark to device #10280
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karthikeyann
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ttnghia
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Feb 14, 2022
davidwendt
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Feb 14, 2022
Codecov Report
@@ Coverage Diff @@
## branch-22.04 #10280 +/- ##
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+ Coverage 10.42% 10.67% +0.24%
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Files 119 122 +3
Lines 20603 20873 +270
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+ Hits 2148 2228 +80
- Misses 18455 18645 +190
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vuule
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Feb 14, 2022
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To speedup generate benchmark input generation, move all data generation to device. To address #5773 (comment) This PR moves the random input generation to device. Rest all of the original work in this PR was split to multiple PRs and merged. #10277 #10278 #10279 #10280 #10281 #10300 With all of these changes, single iteration of all benchmark runs in <1000 seconds. (from 3067s to 964s). Running more iterations would see higher benefit too because the benchmark is restarted several times during run which again calls benchmark input generation code. closes #9857 Authors: - Karthikeyan (https://github.com/karthikeyann) Approvers: - Vyas Ramasubramani (https://github.com/vyasr) - Vukasin Milovanovic (https://github.com/vuule) - David Wendt (https://github.com/davidwendt) URL: #10109
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Use
cudf::sequenceto move input generation to device in type dispatcher benchmark.Splitting PR #10109 for review