Wasmtime GitHub notifications bot (Mar 24 2022 at 20:46): Wasmtime GitHub notifications bot (Mar 24 2022 at 20:46):abrown opened issue #3961:
In #3956 we identified that OpenVINO's latest version has a new limitation on when the user must specify the layout of tensors. These layouts are somewhat image specific (e.g., NHWC = Number of images in a batch, Height in pixels, Width in pixels, number of Color channels) so their inclusion in the wasi-nn specification is dubious, since it should handle any kind of inference. OpenVINO expects some early configuration of this layout, though; currently the
NHWClayout is forced as a sane default, but other layouts are possible. To handle any kind of input layout, the OpenVINO backend could: 1) find another way of passing in the layout (i.e., upstream spec changes) or 2) avoid OpenVINO pre-processing that requires the layout (e.g., by usingANY).
Wasmtime GitHub notifications bot (Mar 24 2022 at 20:46):abrown edited issue #3961:
In #3956 we identified that OpenVINO's latest version has a new limitation on when the user must specify the layout of tensors. These layouts are somewhat image specific (e.g.,
NHWC= Number of images in a batch, Height in pixels, Width in pixels, number of Color channels) so their inclusion in the wasi-nn specification is dubious, since it should handle any kind of inference. OpenVINO expects some early configuration of this layout, though; currently theNHWClayout is forced as a sane default, but other layouts are possible. To handle any kind of input layout, the OpenVINO backend could: 1) find another way of passing in the layout (i.e., upstream spec changes) or 2) avoid OpenVINO pre-processing that requires the layout (e.g., by usingANY).
Wasmtime GitHub notifications bot (Mar 24 2022 at 20:47):abrown commented on issue #3961:
cc: @brianjjones
Last updated: Nov 22 2024 at 17:03 UTC