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Jiajia Qin authored and GitHub committed 193415a1625
[js/webgpu] reuse buffer for GpuDataManager (#16746) ### Description <!-- Describe your changes. --> Allocating new GPUBuffer in every session.run is not efficient. We should make it only happen in the first run. In the following runs, we should try to reuse those buffers. ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> - This PR is for performance. See mobilenetv2 becomes 9.58 ms from 12.9 ms.