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[INT8][DNNL] Enable to run int8 mobilenet

Open lisa0314 opened this issue 5 years ago • 5 comments

Task ID Task Title Assignee Notes / Status
issue-1167 [INT8][DNNL]Implementation of AVERAGE POOL lisha done
issue-1212 Add cts test for Int8AveragePool cuiyan done, need test
issue-1214 import int8 pb model Lisha/cuiyan done
issue-1176 Add real-model test cases based on MobileNet Int8 model
issue-1177 Get input and output data for each op by native caffe2 model
issue-1222 [WASM]Implementation of Int8AvgPooling Ningxin done
issue-1227 [API] support TENSOR_QUANT8_ASYMM_SIGNED in AVERAGE_POOL_2D Ningxin done
issue-1243 [API] support TENSOR_QUANT8_ASYMM_SIGNED in softmax Ningxin todo
issue-1244 [WASM] support TENSOR_QUANT8_ASYMM_SIGNED in softmax Ningxin todo
issue-1246 [Test] Add cts test for int8 softmax cuiyan todo

lisa0314 avatar Apr 15 '20 11:04 lisa0314

@lisa0314 Maybe we need to add cts test for QUANTIZE and DEQAUNTIZE ops.

cuiyanx avatar Apr 16 '20 05:04 cuiyanx

@cuiyanx thanks for your suggestion and I will add a new issue for this.

lisa0314 avatar Apr 16 '20 05:04 lisa0314

Does it require to support TENSOR_QUANT8_ASYMM_SIGNED input/output by AVERAGE_POOL_2D? If it is yes, we need to update API doc.

huningxin avatar Apr 27 '20 06:04 huningxin

Does it require to support TENSOR_QUANT8_ASYMM_SIGNED input/output by AVERAGE_POOL_2D? If it is yes, we need to update API doc.

As we have #1222, we need to API change. File #1227 for it. @lisa0314 , please add #1227 into the above table. Thanks.

huningxin avatar Apr 27 '20 06:04 huningxin

As we have #1222, we need to API change. File #1227 for it. @lisa0314 , please add #1227 into the above table. Thanks.

Done!

lisa0314 avatar Apr 27 '20 07:04 lisa0314