[GitHub] [incubator-tvm] jackwish commented on a change in pull request #4798: [QNN] Optimize lowering for requantize and FixedPointMultiply.

jackwish commented on a change in pull request #4798: [QNN] Optimize lowering for requantize and FixedPointMultiply. URL: https://github.com/apache/incubator-tvm/pull/4798#discussion_r376682469 ## File path: src/relay/qnn/op/requantize.cc ## @@ -103,7 +103,11 @@ Expr

[GitHub] [incubator-tvm] FrozenGene edited a comment on issue #4828: [QNN][TFLite] TFLite rounding mode support

FrozenGene edited a comment on issue #4828: [QNN][TFLite] TFLite rounding mode support URL: https://github.com/apache/incubator-tvm/pull/4828#issuecomment-583691425 > just modified add/mul/concat requantize rounding mode and tested, no luck. will change the default rounding behavior for a

[GitHub] [incubator-tvm] FrozenGene commented on issue #4828: [QNN][TFLite] TFLite rounding mode support

FrozenGene commented on issue #4828: [QNN][TFLite] TFLite rounding mode support URL: https://github.com/apache/incubator-tvm/pull/4828#issuecomment-583691425 > just modified add/mul/concat requantize rounding mode and tested, no luck. will change the default rounding behavior for a later

[GitHub] [incubator-tvm] u99127 commented on a change in pull request #4788: [FRONTEND][TFLITE]Gather, StridedSlice op support added

u99127 commented on a change in pull request #4788: [FRONTEND][TFLITE]Gather, StridedSlice op support added URL: https://github.com/apache/incubator-tvm/pull/4788#discussion_r376673796 ## File path: tests/python/frontend/tflite/test_forward.py ## @@ -244,6 +244,74 @@ def

[GitHub] [incubator-tvm] u99127 commented on a change in pull request #4828: [QNN][TFLite] TFLite rounding mode support

u99127 commented on a change in pull request #4828: [QNN][TFLite] TFLite rounding mode support URL: https://github.com/apache/incubator-tvm/pull/4828#discussion_r376672825 ## File path: src/relay/qnn/util.cc ## @@ -100,35 +134,54 @@ Expr FixedPointMultiply(Expr tensor,

[GitHub] [incubator-tvm] u99127 commented on a change in pull request #4828: [QNN][TFLite] TFLite rounding mode support

u99127 commented on a change in pull request #4828: [QNN][TFLite] TFLite rounding mode support URL: https://github.com/apache/incubator-tvm/pull/4828#discussion_r376671194 ## File path: include/tvm/relay/qnn/attrs.h ## @@ -44,14 +44,15 @@ struct RequantizeAttrs : public

[GitHub] [incubator-tvm] alexwong commented on a change in pull request #4497: [Relay] Add a PyTorch to Relay Parser

alexwong commented on a change in pull request #4497: [Relay] Add a PyTorch to Relay Parser URL: https://github.com/apache/incubator-tvm/pull/4497#discussion_r376657697 ## File path: tests/python/frontend/pytorch/test_forward.py ## @@ -0,0 +1,767 @@ +# Licensed to the

[GitHub] [incubator-tvm] tqchen commented on issue #4824: Tflite frontend needs to use zero point of input tensor while lowering qnn.conv2d for padding

tqchen commented on issue #4824: Tflite frontend needs to use zero point of input tensor while lowering qnn.conv2d for padding URL: https://github.com/apache/incubator-tvm/issues/4824#issuecomment-583661376 @u99127 perhaps we can open a discuss thread on the forum. I agree with most of

[GitHub] [incubator-tvm] u99127 commented on issue #4824: Tflite frontend needs to use zero point of input tensor while lowering qnn.conv2d for padding

u99127 commented on issue #4824: Tflite frontend needs to use zero point of input tensor while lowering qnn.conv2d for padding URL: https://github.com/apache/incubator-tvm/issues/4824#issuecomment-583660260 @tqchen , @FrozenGene [NEED-BACKPORT-0.6] ? since there's no way of

[GitHub] [incubator-tvm] icemelon9 commented on a change in pull request #4644: [WIP] Relay op strategy

icemelon9 commented on a change in pull request #4644: [WIP] Relay op strategy URL: https://github.com/apache/incubator-tvm/pull/4644#discussion_r376652263 ## File path: python/tvm/autotvm/task/space.py ## @@ -944,11 +939,10 @@ def from_json_dict(json_dict):

[GitHub] [incubator-tvm] ZihengJiang commented on a change in pull request #4644: [WIP] Relay op strategy

ZihengJiang commented on a change in pull request #4644: [WIP] Relay op strategy URL: https://github.com/apache/incubator-tvm/pull/4644#discussion_r376651491 ## File path: python/tvm/autotvm/task/space.py ## @@ -944,11 +939,10 @@ def from_json_dict(json_dict):

[GitHub] [incubator-tvm] comaniac commented on issue #4187: [AutoTVM] Selective Tuning

comaniac commented on issue #4187: [AutoTVM] Selective Tuning URL: https://github.com/apache/incubator-tvm/pull/4187#issuecomment-583651669 Close for now as the feature is not in the development process anymore. Will integrate this feature with a more comprehensive AutoTVM improvements

[GitHub] [incubator-tvm] comaniac closed pull request #4187: [AutoTVM] Selective Tuning

comaniac closed pull request #4187: [AutoTVM] Selective Tuning URL: https://github.com/apache/incubator-tvm/pull/4187 This is an automated message from the Apache Git Service. To respond to the message, please log on to

[incubator-tvm] branch master updated (0186ca4 -> e33de24)

This is an automated email from the ASF dual-hosted git repository. wuwei pushed a change to branch master in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. from 0186ca4 [COMMUNITY] comaniac -> reviewer (#4841) add e33de24 [Doc][AutoTVM] Fix bugs that override

[GitHub] [incubator-tvm] icemelon9 commented on a change in pull request #4644: [WIP] Relay op strategy

icemelon9 commented on a change in pull request #4644: [WIP] Relay op strategy URL: https://github.com/apache/incubator-tvm/pull/4644#discussion_r376621668 ## File path: python/tvm/autotvm/task/space.py ## @@ -944,11 +939,10 @@ def from_json_dict(json_dict):

[GitHub] [incubator-tvm] ZihengJiang merged pull request #4841: [COMMUNITY] comaniac -> reviewer

ZihengJiang merged pull request #4841: [COMMUNITY] comaniac -> reviewer URL: https://github.com/apache/incubator-tvm/pull/4841 This is an automated message from the Apache Git Service. To respond to the message, please log

[incubator-tvm] branch master updated (e0122c0 -> 0186ca4)

This is an automated email from the ASF dual-hosted git repository. ziheng pushed a change to branch master in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. from e0122c0 [REFACTOR][PY][API-Change] Polish tvm.runtime, tvm.runtime.module API update (#4837) add

[GitHub] [incubator-tvm] videetparekh opened a new issue #4843: Emscripten Runtime Error while linking

videetparekh opened a new issue #4843: Emscripten Runtime Error while linking URL: https://github.com/apache/incubator-tvm/issues/4843 I'm trying to get the following tutorial (https://github.com/apache/incubator-tvm/tree/master/web) up and running within a Docker container. I'm using a

[GitHub] [incubator-tvm] ZihengJiang commented on a change in pull request #4644: [WIP] Relay op strategy

ZihengJiang commented on a change in pull request #4644: [WIP] Relay op strategy URL: https://github.com/apache/incubator-tvm/pull/4644#discussion_r376570164 ## File path: python/tvm/autotvm/task/space.py ## @@ -944,11 +939,10 @@ def from_json_dict(json_dict):

[GitHub] [incubator-tvm] tqchen closed issue #4839: Nvcc fatal : Value ‘sm_75’ is not defined for option ‘gpu-architecture’

tqchen closed issue #4839: Nvcc fatal : Value ‘sm_75’ is not defined for option ‘gpu-architecture’ URL: https://github.com/apache/incubator-tvm/issues/4839 This is an automated message from the Apache Git Service. To

[GitHub] [incubator-tvm] comaniac opened a new pull request #4842: [Doc][AutoTVM] Fix bugs that overrides n_trials

comaniac opened a new pull request #4842: [Doc][AutoTVM] Fix bugs that overrides n_trials URL: https://github.com/apache/incubator-tvm/pull/4842 In the loop of tuning a list of tasks, `n_trials` will be overwritten and result in incorrect maximum trial number for rest tasks. cc

[GitHub] [incubator-tvm] tqchen commented on issue #4839: Nvcc fatal : Value ‘sm_75’ is not defined for option ‘gpu-architecture’

tqchen commented on issue #4839: Nvcc fatal : Value ‘sm_75’ is not defined for option ‘gpu-architecture’ URL: https://github.com/apache/incubator-tvm/issues/4839#issuecomment-583567644 Please open a new thread on https://discuss.tvm.ai/ for related questions. In your case, it is due to

[GitHub] [incubator-tvm] ZihengJiang opened a new pull request #4841: [COMMUNITY] comaniac -> reviewer

ZihengJiang opened a new pull request #4841: [COMMUNITY] comaniac -> reviewer URL: https://github.com/apache/incubator-tvm/pull/4841 Please join me to welcome @comaniac as a new reviewer. He has been working on improving operators in topi and quite active in code review for the

[GitHub] [incubator-tvm] anijain2305 commented on a change in pull request #4816: [TFLite] Using real image for QNN testing.

anijain2305 commented on a change in pull request #4816: [TFLite] Using real image for QNN testing. URL: https://github.com/apache/incubator-tvm/pull/4816#discussion_r376528698 ## File path: tests/python/frontend/tflite/test_forward.py ## @@ -1100,16 +1117,26 @@ def

[GitHub] [incubator-tvm] anijain2305 commented on issue #4828: [QNN][TFLite] TFLite rounding mode support

anijain2305 commented on issue #4828: [QNN][TFLite] TFLite rounding mode support URL: https://github.com/apache/incubator-tvm/pull/4828#issuecomment-583531400 > update: I forced FixedPointMultiply(PerChannel) rounding mode to be TFLITE, but still unable to get bit-exact results. :(

[GitHub] [incubator-tvm] icemelon9 merged pull request #4837: [REFACTOR][PY][API-Change] Polish tvm.runtime, tvm.runtime.module API update

icemelon9 merged pull request #4837: [REFACTOR][PY][API-Change] Polish tvm.runtime, tvm.runtime.module API update URL: https://github.com/apache/incubator-tvm/pull/4837 This is an automated message from the Apache Git

[incubator-tvm] branch master updated (30b7d83 -> e0122c0)

This is an automated email from the ASF dual-hosted git repository. haichen pushed a change to branch master in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. from 30b7d83 [Frontend][TFLite] Add MIRROR_PAD operator (#4822) add e0122c0 [REFACTOR][PY][API-Change]

[GitHub] [incubator-tvm] jikechao removed a comment on issue #4764: [CI] ci-gpu update blockers

jikechao removed a comment on issue #4764: [CI] ci-gpu update blockers URL: https://github.com/apache/incubator-tvm/issues/4764#issuecomment-583411064 got it. This is an automated message from the Apache Git Service. To

[GitHub] [incubator-tvm] jikechao commented on issue #4764: [CI] ci-gpu update blockers

jikechao commented on issue #4764: [CI] ci-gpu update blockers URL: https://github.com/apache/incubator-tvm/issues/4764#issuecomment-583411064 got it. This is an automated message from the Apache Git Service. To respond to

[GitHub] [incubator-tvm] uday60 commented on issue #4830: libnnvm_compiler.so file missing | Commands inside

uday60 commented on issue #4830: libnnvm_compiler.so file missing | Commands inside URL: https://github.com/apache/incubator-tvm/issues/4830#issuecomment-583401837 @tqchen I have been using an earlier version of TVM. Now things have changed the following script is giving me a

[GitHub] [incubator-tvm] wyc-ruiker opened a new pull request #4840: [Frontend][TFlite] use qnn helper function in softmax

wyc-ruiker opened a new pull request #4840: [Frontend][TFlite] use qnn helper function in softmax URL: https://github.com/apache/incubator-tvm/pull/4840 Thanks for contributing to TVM! Please refer to guideline https://docs.tvm.ai/contribute/ for useful information and tips. After the

[GitHub] [incubator-tvm] inadob commented on a change in pull request #4816: [TFLite] Using real image for QNN testing.

inadob commented on a change in pull request #4816: [TFLite] Using real image for QNN testing. URL: https://github.com/apache/incubator-tvm/pull/4816#discussion_r376337649 ## File path: tests/python/frontend/tflite/test_forward.py ## @@ -1100,16 +1117,26 @@ def

[GitHub] [incubator-tvm] inadob commented on a change in pull request #4816: [TFLite] Using real image for QNN testing.

inadob commented on a change in pull request #4816: [TFLite] Using real image for QNN testing. URL: https://github.com/apache/incubator-tvm/pull/4816#discussion_r375547063 ## File path: tests/python/frontend/tflite/test_forward.py ## @@ -1100,16 +1117,26 @@ def

[GitHub] [incubator-tvm] LiangHao151941 edited a comment on issue #4828: [QNN][TFLite] TFLite rounding mode support

LiangHao151941 edited a comment on issue #4828: [QNN][TFLite] TFLite rounding mode support URL: https://github.com/apache/incubator-tvm/pull/4828#issuecomment-583328143 just modified add/mul/concat requantize rounding mode and tested, no luck. will change the default rounding behavior for

[GitHub] [incubator-tvm] jikechao opened a new issue #4839: Nvcc fatal : Value ‘sm_75’ is not defined for option ‘gpu-architecture’

jikechao opened a new issue #4839: Nvcc fatal : Value ‘sm_75’ is not defined for option ‘gpu-architecture’ URL: https://github.com/apache/incubator-tvm/issues/4839 Thanks for participating in the TVM community! We use https://discuss.tvm.ai for any general usage questions and discussions.

[GitHub] [incubator-tvm] masahi opened a new pull request #4838: [Frontend, ONNX] Add Resize op converter

masahi opened a new pull request #4838: [Frontend, ONNX] Add Resize op converter URL: https://github.com/apache/incubator-tvm/pull/4838 This is an automated message from the Apache Git Service. To respond to the message,

[GitHub] [incubator-tvm] FrozenGene commented on issue #4822: [Frontend][TFLite] Add MIRROR_PAD operator

FrozenGene commented on issue #4822: [Frontend][TFLite] Add MIRROR_PAD operator URL: https://github.com/apache/incubator-tvm/pull/4822#issuecomment-583360475 Thanks @wyc-ruiker @inadob It is merged now. This is an automated

[GitHub] [incubator-tvm] FrozenGene merged pull request #4822: [Frontend][TFLite] Add MIRROR_PAD operator

FrozenGene merged pull request #4822: [Frontend][TFLite] Add MIRROR_PAD operator URL: https://github.com/apache/incubator-tvm/pull/4822 This is an automated message from the Apache Git Service. To respond to the message,

[incubator-tvm] branch master updated (5a13575 -> 30b7d83)

This is an automated email from the ASF dual-hosted git repository. zhaowu pushed a change to branch master in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. from 5a13575 [Relay][Frontend][TFlite] Add support for quantized LOGISTIC (#4696) add 30b7d83

[GitHub] [incubator-tvm] FrozenGene commented on issue #4822: [Frontend][TFLite] Add MIRROR_PAD operator

FrozenGene commented on issue #4822: [Frontend][TFLite] Add MIRROR_PAD operator URL: https://github.com/apache/incubator-tvm/pull/4822#issuecomment-583360008 > LGTM @inadob Could you do the approve operation as this guide?

[GitHub] [incubator-tvm] inadob commented on issue #4822: [Frontend][TFLite] Add MIRROR_PAD operator

inadob commented on issue #4822: [Frontend][TFLite] Add MIRROR_PAD operator URL: https://github.com/apache/incubator-tvm/pull/4822#issuecomment-583359091 LGTM This is an automated message from the Apache Git Service. To

[GitHub] [incubator-tvm] LiangHao151941 commented on issue #4828: [QNN][TFLite] TFLite rounding mode support

LiangHao151941 commented on issue #4828: [QNN][TFLite] TFLite rounding mode support URL: https://github.com/apache/incubator-tvm/pull/4828#issuecomment-583328143 > cc @LiangHao151941 Could you try this way to do bit-extract testing? For conveniently, you could simply change the C++

[incubator-tvm] branch master updated (4c961dd -> 5a13575)

This is an automated email from the ASF dual-hosted git repository. zhaowu pushed a change to branch master in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. from 4c961dd [Doc] ConvertLayout - Call RemoveUnunsedFunctions. add 5a13575 [Relay][Frontend][TFlite] Add

[GitHub] [incubator-tvm] FrozenGene merged pull request #4696: [Relay][Frontend][TFlite] Add support for quantized LOGISTIC

FrozenGene merged pull request #4696: [Relay][Frontend][TFlite] Add support for quantized LOGISTIC URL: https://github.com/apache/incubator-tvm/pull/4696 This is an automated message from the Apache Git Service. To respond

[GitHub] [incubator-tvm] FrozenGene commented on issue #4696: [Relay][Frontend][TFlite] Add support for quantized LOGISTIC

FrozenGene commented on issue #4696: [Relay][Frontend][TFlite] Add support for quantized LOGISTIC URL: https://github.com/apache/incubator-tvm/pull/4696#issuecomment-583327668 Thanks @inadob @anijain2305 @u99127 This is merged.

[GitHub] [incubator-tvm] FrozenGene commented on issue #4828: [QNN][TFLite] TFLite rounding mode support

FrozenGene commented on issue #4828: [QNN][TFLite] TFLite rounding mode support URL: https://github.com/apache/incubator-tvm/pull/4828#issuecomment-583326430 > I like this way > > > Another way is we provide rounding args for qnn.add / qnn.mul / qnn.conconcate, because they use

[GitHub] [incubator-tvm] LiangHao151941 commented on a change in pull request #4828: [QNN][TFLite] TFLite rounding mode support

LiangHao151941 commented on a change in pull request #4828: [QNN][TFLite] TFLite rounding mode support URL: https://github.com/apache/incubator-tvm/pull/4828#discussion_r376313583 ## File path: include/tvm/relay/qnn/attrs.h ## @@ -44,14 +44,16 @@ struct RequantizeAttrs :

[GitHub] [incubator-tvm] LiangHao151941 commented on a change in pull request #4828: [QNN][TFLite] TFLite rounding mode support

LiangHao151941 commented on a change in pull request #4828: [QNN][TFLite] TFLite rounding mode support URL: https://github.com/apache/incubator-tvm/pull/4828#discussion_r376311994 ## File path: src/relay/qnn/util.cc ## @@ -22,13 +22,49 @@ * \brief Utility functions for

[GitHub] [incubator-tvm] FrozenGene commented on a change in pull request #4828: [QNN][TFLite] TFLite rounding mode support

FrozenGene commented on a change in pull request #4828: [QNN][TFLite] TFLite rounding mode support URL: https://github.com/apache/incubator-tvm/pull/4828#discussion_r376286808 ## File path: include/tvm/relay/qnn/attrs.h ## @@ -44,14 +44,16 @@ struct RequantizeAttrs :

[GitHub] [incubator-tvm] anijain2305 commented on issue #4828: [QNN][TFLite] TFLite rounding mode support

anijain2305 commented on issue #4828: [QNN][TFLite] TFLite rounding mode support URL: https://github.com/apache/incubator-tvm/pull/4828#issuecomment-583292788 I like this way > Another way is we provide rounding args for qnn.add / qnn.mul / qnn.conconcate, because they use requantize in

[GitHub] [incubator-tvm] wweic merged pull request #4834: [Doc] ConvertLayout - Call RemoveUnunsedFunctions.

wweic merged pull request #4834: [Doc] ConvertLayout - Call RemoveUnunsedFunctions. URL: https://github.com/apache/incubator-tvm/pull/4834 This is an automated message from the Apache Git Service. To respond to the message,

[incubator-tvm] branch master updated (e578777 -> 4c961dd)

This is an automated email from the ASF dual-hosted git repository. wweic pushed a change to branch master in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. from e578777 Improve tol to resolve flaky case (#4836) add 4c961dd [Doc] ConvertLayout - Call

[GitHub] [incubator-tvm] FrozenGene commented on issue #4828: [QNN][TFLite] TFLite rounding mode support

FrozenGene commented on issue #4828: [QNN][TFLite] TFLite rounding mode support URL: https://github.com/apache/incubator-tvm/pull/4828#issuecomment-583285949 > I thought little more about the bit exact problem. One source of discrepancy for certain is QNN add, and QNN concatenate ops.

[GitHub] [incubator-tvm] kazum commented on a change in pull request #4497: [Relay] Add a PyTorch to Relay Parser

kazum commented on a change in pull request #4497: [Relay] Add a PyTorch to Relay Parser URL: https://github.com/apache/incubator-tvm/pull/4497#discussion_r376260979 ## File path: python/tvm/relay/frontend/pytorch.py ## @@ -0,0 +1,1036 @@ +# Licensed to the Apache

[GitHub] [incubator-tvm] FrozenGene commented on a change in pull request #4828: [QNN][TFLite] TFLite rounding mode support

FrozenGene commented on a change in pull request #4828: [QNN][TFLite] TFLite rounding mode support URL: https://github.com/apache/incubator-tvm/pull/4828#discussion_r376258392 ## File path: python/tvm/relay/frontend/tflite.py ## @@ -1812,7 +1816,7 @@ def

[GitHub] [incubator-tvm] FrozenGene commented on a change in pull request #4828: [QNN][TFLite] TFLite rounding mode support

FrozenGene commented on a change in pull request #4828: [QNN][TFLite] TFLite rounding mode support URL: https://github.com/apache/incubator-tvm/pull/4828#discussion_r376257846 ## File path: src/relay/qnn/util.cc ## @@ -22,13 +22,49 @@ * \brief Utility functions for QNN.