[incubator-tvm] branch master updated (639358e -> 16d0d56)

2020-04-27 Thread masahi
This is an automated email from the ASF dual-hosted git repository. masahi pushed a change to branch master in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. from 639358e [relay][topi] Add operation relay.nn.dilate() which calls topi.nn.dilate() (#5331) add 16d0d56

[GitHub] [incubator-tvm] SXM-inspur opened a new pull request #5450: Optimizations of global_ave_pool for NHWC layout

2020-04-27 Thread GitBox
SXM-inspur opened a new pull request #5450: URL: https://github.com/apache/incubator-tvm/pull/5450 The runtime of global_ave_pool took about 14.8% in Resnet50_v2 with batchsize of 32, when Tensor Core is enabled on Tesla T4 GPU. The runtime decreased to 0.134%, after optimizations in

[GitHub] [incubator-tvm] maheshambule commented on a change in pull request #5452: [Frontend][TFLite] L2_POOL_2D operator

2020-04-27 Thread GitBox
maheshambule commented on a change in pull request #5452: URL: https://github.com/apache/incubator-tvm/pull/5452#discussion_r415688419 ## File path: python/tvm/relay/frontend/tflite.py ## @@ -1770,6 +1775,12 @@ def convert_pool2d(self, op, pool_type): assert

[GitHub] [incubator-tvm] n-nez commented on pull request #5451: [Fontend][Pytorch] Fix translation of transpose when axis argument is as a list

2020-04-27 Thread GitBox
n-nez commented on pull request #5451: URL: https://github.com/apache/incubator-tvm/pull/5451#issuecomment-619808194 cc @masahi This is an automated message from the Apache Git Service. To respond to the message, please log

[GitHub] [incubator-tvm] n-nez opened a new pull request #5451: [Fontend][Pytorch] Fix translation of transpose when axis argument is as a list

2020-04-27 Thread GitBox
n-nez opened a new pull request #5451: URL: https://github.com/apache/incubator-tvm/pull/5451 Symptoms ``` Traceback (most recent call last): File "test_forward.py", line 1646, in test_forward_transpose() File "test_forward.py", line 755, in test_forward_transpose

[GitHub] [incubator-tvm] maheshambule opened a new pull request #5452: [Frontend][TFLite] L2_POOL_2D operator

2020-04-27 Thread GitBox
maheshambule opened a new pull request #5452: URL: https://github.com/apache/incubator-tvm/pull/5452 Adds support for L2_POOL_2D operator in TFLITE frontened. Ref: https://www.tensorflow.org/lite/guide/ops_compatibility

[incubator-tvm] branch master updated (a60de36 -> 639358e)

2020-04-27 Thread kazum
This is an automated email from the ASF dual-hosted git repository. kazum pushed a change to branch master in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. from a60de36 [ONNX]GatherNd, Round, IsNaN, IsInf (#5445) add 639358e [relay][topi] Add operation

[GitHub] [incubator-tvm] kazum commented on pull request #5331: [relay][topi] Add operation relay.nn.dilate() which calls topi.nn.dilate()

2020-04-27 Thread GitBox
kazum commented on pull request #5331: URL: https://github.com/apache/incubator-tvm/pull/5331#issuecomment-619792700 Thanks @notoraptor @siju-samuel ! This is an automated message from the Apache Git Service. To respond to

[GitHub] [incubator-tvm] FrozenGene commented on a change in pull request #5452: [Frontend][TFLite] L2_POOL_2D operator

2020-04-27 Thread GitBox
FrozenGene commented on a change in pull request #5452: URL: https://github.com/apache/incubator-tvm/pull/5452#discussion_r415679526 ## File path: python/tvm/relay/frontend/tflite.py ## @@ -1770,6 +1775,12 @@ def convert_pool2d(self, op, pool_type): assert

[GitHub] [incubator-tvm] masahi commented on pull request #5451: [Fontend][Pytorch] Fix translation of transpose when axis argument is as a list

2020-04-27 Thread GitBox
masahi commented on pull request #5451: URL: https://github.com/apache/incubator-tvm/pull/5451#issuecomment-619925257 Thanks @n-nez This is an automated message from the Apache Git Service. To respond to the message, please

[GitHub] [incubator-tvm] maheshambule commented on a change in pull request #5452: [Frontend][TFLite] L2_POOL_2D operator

2020-04-27 Thread GitBox
maheshambule commented on a change in pull request #5452: URL: https://github.com/apache/incubator-tvm/pull/5452#discussion_r415749383 ## File path: tests/python/frontend/tflite/test_forward.py ## @@ -487,6 +487,31 @@ def test_forward_pooling():

[GitHub] [incubator-tvm] u99127 commented on a change in pull request #5452: [Frontend][TFLite] L2_POOL_2D operator

2020-04-27 Thread GitBox
u99127 commented on a change in pull request #5452: URL: https://github.com/apache/incubator-tvm/pull/5452#discussion_r415699554 ## File path: tests/python/frontend/tflite/test_forward.py ## @@ -487,6 +487,31 @@ def test_forward_pooling(): strides=[2,

[incubator-tvm] branch master updated (16d0d56 -> 17cd27d)

2020-04-27 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a change to branch master in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. from 16d0d56 [Pytorch] fix translation of transpose when axis argument is as a list (#5451) add 17cd27d

[GitHub] [incubator-tvm] mbaret commented on pull request #5409: [BYOC] Don't annotate constants

2020-04-27 Thread GitBox
mbaret commented on pull request #5409: URL: https://github.com/apache/incubator-tvm/pull/5409#issuecomment-620051291 I don't think we'd need to treat constant nodes differently everywhere else. At least, in the previous version of AnnotatedRegionSet using the recursive pattern, the

[GitHub] [incubator-tvm] siju-samuel opened a new pull request #5453: [RELAY][ONNX]ReduceLogSumExp Operator support

2020-04-27 Thread GitBox
siju-samuel opened a new pull request #5453: URL: https://github.com/apache/incubator-tvm/pull/5453 `ReduceLogSumExp` op support added in Relay and ONNX Frontend. @masahi @FrozenGene Could you please help me to review this PR. Thanks

[GitHub] [incubator-tvm] areusch commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
areusch commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r415981441 ## File path: src/runtime/micro/host_driven/utvm_runtime.c ## @@ -34,89 +34,148 @@ extern "C" { #include "utvm_runtime.h" -// Task pointers

[GitHub] [incubator-tvm] areusch commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
areusch commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r415980487 ## File path: src/runtime/micro/host_driven/utvm_device_dylib_redirect.c ## @@ -32,10 +32,10 @@ extern "C" { #include #include -void

[GitHub] [incubator-tvm] wpan11nv edited a comment on pull request #5382: [TE] Fix MakeLoopNest for warp memory

2020-04-27 Thread GitBox
wpan11nv edited a comment on pull request #5382: URL: https://github.com/apache/incubator-tvm/pull/5382#issuecomment-620140371 > Do you mean requiring the users to tag the iter_var or we do it in InferBound? If the former, maybe we can merge this PR first and then start an RFC for the API

[GitHub] [incubator-tvm] kevinthesun commented on a change in pull request #5429: [RELAY][TF] Support symbolic newshape for Reshape

2020-04-27 Thread GitBox
kevinthesun commented on a change in pull request #5429: URL: https://github.com/apache/incubator-tvm/pull/5429#discussion_r416046045 ## File path: src/relay/op/tensor/transform.cc ## @@ -650,13 +670,59 @@ Array ReshapeCompute(const Attrs& attrs, return {

[GitHub] [incubator-tvm] areusch commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
areusch commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r415970450 ## File path: python/tvm/target/arm_isa.py ## @@ -0,0 +1,34 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor

[GitHub] [incubator-tvm] areusch commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
areusch commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r415970964 ## File path: src/ir/error.cc ## @@ -62,16 +62,21 @@ void ErrorReporter::RenderErrors(const IRModule& module, bool use_color) {

[GitHub] [incubator-tvm] areusch commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
areusch commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r415990923 ## File path: src/target/source/codegen_c_host.cc ## @@ -20,10 +20,10 @@ /*! * \file codegen_c_host.cc */ -#include +#include

[GitHub] [incubator-tvm] areusch commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
areusch commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r415942734 ## File path: Makefile ## @@ -73,7 +73,10 @@ build/libtvm_web_runtime.js: build/libtvm_web_runtime.bc cpplint: python3

[GitHub] [incubator-tvm] areusch commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
areusch commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r415959267 ## File path: python/tvm/micro/device/host.py ## @@ -17,12 +17,26 @@ """Compilation and config definitions for the host emulated device""" import

[GitHub] [incubator-tvm] areusch commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
areusch commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r415958560 ## File path: python/tvm/micro/device/base.py ## @@ -92,71 +95,142 @@ def create_micro_lib_base( options : List[str] additional

[GitHub] [incubator-tvm] areusch commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
areusch commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r415958851 ## File path: python/tvm/micro/device/base.py ## @@ -92,71 +95,142 @@ def create_micro_lib_base( options : List[str] additional

[GitHub] [incubator-tvm] wpan11nv commented on a change in pull request #5428: [CODEGEN][CUDA] Fix a bug when vectorized load was involved for…

2020-04-27 Thread GitBox
wpan11nv commented on a change in pull request #5428: URL: https://github.com/apache/incubator-tvm/pull/5428#discussion_r416007695 ## File path: src/target/source/codegen_cuda.cc ## @@ -274,9 +274,21 @@ void CodeGenCUDA::PrintVecElemLoad( static const char access[] = {'x',

[GitHub] [incubator-tvm] maheshambule commented on a change in pull request #5452: [Frontend][TFLite] L2_POOL_2D operator

2020-04-27 Thread GitBox
maheshambule commented on a change in pull request #5452: URL: https://github.com/apache/incubator-tvm/pull/5452#discussion_r416041366 ## File path: python/tvm/relay/frontend/tflite.py ## @@ -1770,6 +1775,12 @@ def convert_pool2d(self, op, pool_type): assert

[GitHub] [incubator-tvm] areusch commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
areusch commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r415947706 ## File path: python/tvm/micro/device/arm/stm32f746xx.py ## @@ -36,23 +55,41 @@ def create_micro_lib(obj_path, src_path, lib_type, options=None):

[GitHub] [incubator-tvm] areusch commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
areusch commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r415961064 ## File path: python/tvm/relay/_parser.py ## @@ -340,7 +342,10 @@ def visitLocalVar(self, ctx): return local_var def

[GitHub] [incubator-tvm] areusch commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
areusch commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r415967381 ## File path: python/tvm/relay/op/strategy/arm_cpu.py ## @@ -267,7 +281,7 @@ def bitserial_conv2d_strategy_arm_cpu(attrs, inputs, out_type,

[GitHub] [incubator-tvm] areusch commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
areusch commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r415991766 ## File path: topi/python/topi/arm_cpu/cortex_m7/conv2d/direct.py ## @@ -0,0 +1,177 @@ +# Licensed to the Apache Software Foundation (ASF) under

[GitHub] [incubator-tvm] areusch commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
areusch commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r415983620 ## File path: src/runtime/micro/host_driven/utvm_runtime.c ## @@ -34,89 +34,148 @@ extern "C" { #include "utvm_runtime.h" -// Task pointers

[GitHub] [incubator-tvm] areusch commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
areusch commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r415984080 ## File path: src/runtime/micro/host_driven/utvm_runtime.c ## @@ -34,89 +34,148 @@ extern "C" { #include "utvm_runtime.h" -// Task pointers

[GitHub] [incubator-tvm] siju-samuel commented on a change in pull request #5447: [TOPI,RELAY][TFLITE] Sparse to dense operator

2020-04-27 Thread GitBox
siju-samuel commented on a change in pull request #5447: URL: https://github.com/apache/incubator-tvm/pull/5447#discussion_r415997917 ## File path: python/tvm/relay/frontend/tflite.py ## @@ -2075,6 +2077,29 @@ def convert_space_to_depth(self, op): return out +

[GitHub] [incubator-tvm] wpan11nv commented on pull request #5382: [TE] Fix MakeLoopNest for warp memory

2020-04-27 Thread GitBox
wpan11nv commented on pull request #5382: URL: https://github.com/apache/incubator-tvm/pull/5382#issuecomment-620140371 > Do you mean requiring the users to tag the iter_var or we do it in InferBound? If the former, maybe we can merge this PR first and then start an RFC for the API

[GitHub] [incubator-tvm] areusch commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
areusch commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r415949272 ## File path: python/tvm/autotvm/tuner/tuner.py ## @@ -150,7 +150,15 @@ def tune(self, n_trial, measure_option, early_stopping=None, callbacks=(),

[GitHub] [incubator-tvm] areusch commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
areusch commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r415981837 ## File path: src/runtime/micro/host_driven/utvm_runtime.c ## @@ -34,89 +34,148 @@ extern "C" { #include "utvm_runtime.h" -// Task pointers

[GitHub] [incubator-tvm] areusch commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
areusch commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r415989331 ## File path: src/runtime/micro/micro_common.h ## @@ -52,28 +53,115 @@ enum class SectionKind : size_t { kNumKinds, }; -/*! \brief union for

[GitHub] [incubator-tvm] areusch commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
areusch commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r415988618 ## File path: src/runtime/micro/micro_common.h ## @@ -52,28 +53,115 @@ enum class SectionKind : size_t { kNumKinds, }; -/*! \brief union for

[GitHub] [incubator-tvm] areusch commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
areusch commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r415988262 ## File path: src/runtime/micro/host_driven/utvm_runtime.h ## @@ -46,20 +62,38 @@ typedef struct { int32_t num_args; } UTVMTask; +/*! + *

[GitHub] [incubator-tvm] siju-samuel commented on a change in pull request #5452: [Frontend][TFLite] L2_POOL_2D operator

2020-04-27 Thread GitBox
siju-samuel commented on a change in pull request #5452: URL: https://github.com/apache/incubator-tvm/pull/5452#discussion_r415987001 ## File path: tests/python/frontend/tflite/test_forward.py ## @@ -561,6 +561,31 @@ def test_forward_pooling():

[GitHub] [incubator-tvm] maheshambule commented on a change in pull request #5452: [Frontend][TFLite] L2_POOL_2D operator

2020-04-27 Thread GitBox
maheshambule commented on a change in pull request #5452: URL: https://github.com/apache/incubator-tvm/pull/5452#discussion_r416038968 ## File path: tests/python/frontend/tflite/test_forward.py ## @@ -561,6 +561,31 @@ def test_forward_pooling():

[GitHub] [incubator-tvm] tmoreau89 commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
tmoreau89 commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r416116610 ## File path: python/tvm/autotvm/tuner/tuner.py ## @@ -150,7 +150,15 @@ def tune(self, n_trial, measure_option, early_stopping=None,

[GitHub] [incubator-tvm] u99127 commented on a change in pull request #5447: [TOPI,RELAY][TFLITE] Sparse to dense operator

2020-04-27 Thread GitBox
u99127 commented on a change in pull request #5447: URL: https://github.com/apache/incubator-tvm/pull/5447#discussion_r416152206 ## File path: python/tvm/relay/frontend/tflite.py ## @@ -2075,6 +2077,29 @@ def convert_space_to_depth(self, op): return out +def

[GitHub] [incubator-tvm] tmoreau89 commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
tmoreau89 commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r416120588 ## File path: src/runtime/micro/micro_session.cc ## @@ -209,59 +246,124 @@ MicroSession::~MicroSession() { low_level_device_ = nullptr; }

[GitHub] [incubator-tvm] tmoreau89 commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
tmoreau89 commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r416121088 ## File path: src/runtime/micro/micro_session.cc ## @@ -404,39 +509,74 @@ DevPtr MicroSession::EncoderAppend(TargetDataLayoutEncoder* encoder,

[GitHub] [incubator-tvm] tmoreau89 commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
tmoreau89 commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r416121933 ## File path: tests/python/unittest/test_runtime_micro.py ## @@ -25,8 +25,25 @@ from tvm.micro import create_micro_mod from tvm.relay.testing

[GitHub] [incubator-tvm] tqchen commented on issue #5455: [CI] QNN Compilation Error During Bionic Docker Update

2020-04-27 Thread GitBox
tqchen commented on issue #5455: URL: https://github.com/apache/incubator-tvm/issues/5455#issuecomment-620223340 also cc @yongfeng-nv @hzfan since both of you have touched/reviewed the const int bound recently This is an

[GitHub] [incubator-tvm] areusch commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
areusch commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r416140211 ## File path: python/tvm/autotvm/tuner/callback.py ## @@ -144,12 +144,12 @@ def __del__(self): def _callback(tuner, inputs, results):

[GitHub] [incubator-tvm] areusch commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
areusch commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r416140782 ## File path: python/tvm/autotvm/tuner/tuner.py ## @@ -150,7 +150,15 @@ def tune(self, n_trial, measure_option, early_stopping=None, callbacks=(),

[GitHub] [incubator-tvm] mbrookhart opened a new pull request #5454: Add RoiAlign to Onnx frontend

2020-04-27 Thread GitBox
mbrookhart opened a new pull request #5454: URL: https://github.com/apache/incubator-tvm/pull/5454 @jwfromm @masahi @soiferj Thank you! This is an automated message from the Apache Git Service. To respond to the

[GitHub] [incubator-tvm] tmoreau89 commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
tmoreau89 commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r416122541 ## File path: topi/python/topi/arm_cpu/cortex_m7/micro_kernel/gemm.py ## @@ -0,0 +1,221 @@ +# Licensed to the Apache Software Foundation (ASF)

[GitHub] [incubator-tvm] tmoreau89 commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
tmoreau89 commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r416122882 ## File path: python/tvm/autotvm/tuner/callback.py ## @@ -144,12 +144,12 @@ def __del__(self): def _callback(tuner, inputs, results):

[GitHub] [incubator-tvm] tmoreau89 commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
tmoreau89 commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r416122964 ## File path: python/tvm/autotvm/tuner/callback.py ## @@ -144,12 +144,12 @@ def __del__(self): def _callback(tuner, inputs, results):

[GitHub] [incubator-tvm] tqchen commented on issue #5449: Windows OSError: "exception: access violation reading 0x0000000000000000"

2020-04-27 Thread GitBox
tqchen commented on issue #5449: URL: https://github.com/apache/incubator-tvm/issues/5449#issuecomment-620220730 Please open a new trouble shooting thread on https://discuss.tvm.ai/ This is an automated message from the

[GitHub] [incubator-tvm] areusch commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
areusch commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r416138054 ## File path: src/runtime/micro/micro_session.cc ## @@ -209,59 +246,124 @@ MicroSession::~MicroSession() { low_level_device_ = nullptr; }

[GitHub] [incubator-tvm] u99127 commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
u99127 commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r413829506 ## File path: python/tvm/autotvm/measure/local_executor.py ## @@ -145,6 +145,7 @@ def submit(self, func, *args, **kwargs): if not

[GitHub] [incubator-tvm] tqchen commented on issue #5455: [CI] QNN Compilation Error During Bionic Docker Update

2020-04-27 Thread GitBox
tqchen commented on issue #5455: URL: https://github.com/apache/incubator-tvm/issues/5455#issuecomment-620223143 ``` self = args = (IRModuleNode( {GlobalVar(main): FunctionNode([Var(x, ty=TensorType([1, 1, 64, 64], uint8))], TensorType([1, 16, 64, 6...Type([1, 1, 64, 64], uint8),

[GitHub] [incubator-tvm] tqchen opened a new issue #5455: [CI] QNN Compilation Error During Bionic Docker Update

2020-04-27 Thread GitBox
tqchen opened a new issue #5455: URL: https://github.com/apache/incubator-tvm/issues/5455 In the past week I attempted to upgrade the docker image CPU to bionic(ubuntu 18.04), during the time, a new unittest error occurs(note that the master CI was fine) in the int8 intrinsic test,

[GitHub] [incubator-tvm] tqchen commented on issue #5455: [CI] QNN Compilation Error During Bionic Docker Update

2020-04-27 Thread GitBox
tqchen commented on issue #5455: URL: https://github.com/apache/incubator-tvm/issues/5455#issuecomment-620222412 cc @anijain2305 This is an automated message from the Apache Git Service. To respond to the message, please

[GitHub] [incubator-tvm] areusch commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
areusch commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r416138909 ## File path: tests/python/unittest/test_runtime_micro.py ## @@ -25,8 +25,25 @@ from tvm.micro import create_micro_mod from tvm.relay.testing

[GitHub] [incubator-tvm] areusch commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
areusch commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r416139282 ## File path: topi/python/topi/arm_cpu/cortex_m7/micro_kernel/gemm.py ## @@ -0,0 +1,221 @@ +# Licensed to the Apache Software Foundation (ASF)

[GitHub] [incubator-tvm] u99127 commented on a change in pull request #5452: [Frontend][TFLite] L2_POOL_2D operator

2020-04-27 Thread GitBox
u99127 commented on a change in pull request #5452: URL: https://github.com/apache/incubator-tvm/pull/5452#discussion_r416144493 ## File path: tests/python/frontend/tflite/test_forward.py ## @@ -487,6 +487,31 @@ def test_forward_pooling(): strides=[2,

[GitHub] [incubator-tvm] masahi commented on issue #5455: [CI] QNN Compilation Error During Bionic Docker Update

2020-04-27 Thread GitBox
masahi commented on issue #5455: URL: https://github.com/apache/incubator-tvm/issues/5455#issuecomment-620230784 I also saw this error when running `test_op_level2.py` locally. It happens randomly. This is an automated

[GitHub] [incubator-tvm] tqchen commented on issue #5448: TypeError:'NoneType' object is not callable

2020-04-27 Thread GitBox
tqchen commented on issue #5448: URL: https://github.com/apache/incubator-tvm/issues/5448#issuecomment-620221216 It is likely that you will also need to update your cython module, by typing `make cython3`, for future questions, please open a new trouble shooting thread on

[GitHub] [incubator-tvm] areusch commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
areusch commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r416140904 ## File path: src/runtime/micro/micro_session.cc ## @@ -209,59 +246,124 @@ MicroSession::~MicroSession() { low_level_device_ = nullptr; }

[GitHub] [incubator-tvm] u99127 commented on a change in pull request #5452: [Frontend][TFLite] L2_POOL_2D operator

2020-04-27 Thread GitBox
u99127 commented on a change in pull request #5452: URL: https://github.com/apache/incubator-tvm/pull/5452#discussion_r416146885 ## File path: python/tvm/relay/frontend/tflite.py ## @@ -1770,6 +1775,12 @@ def convert_pool2d(self, op, pool_type): assert

[GitHub] [incubator-tvm] kevinthesun commented on a change in pull request #5429: [RELAY][TF] Support symbolic newshape for Reshape

2020-04-27 Thread GitBox
kevinthesun commented on a change in pull request #5429: URL: https://github.com/apache/incubator-tvm/pull/5429#discussion_r416207982 ## File path: src/relay/transforms/pattern_util.h ## @@ -554,7 +554,10 @@ static inline Expr Reshape(Expr data, Array newshape) {

[GitHub] [incubator-tvm] zhiics opened a new pull request #5457: [Fix] Add ConstantNode to IsAtomic

2020-04-27 Thread GitBox
zhiics opened a new pull request #5457: URL: https://github.com/apache/incubator-tvm/pull/5457 The problem is described here: https://discuss.tvm.ai/t/relay-pass-feature-check-fail-during-fold-constant-pass/6498 @MarisaKirisame Can you take a look and see if the change makes sense?

[GitHub] [incubator-tvm] kevinthesun commented on a change in pull request #4312: [TOPI][Relay][OP] Dynamic NMS and strided_slice

2020-04-27 Thread GitBox
kevinthesun commented on a change in pull request #4312: URL: https://github.com/apache/incubator-tvm/pull/4312#discussion_r416214792 ## File path: python/tvm/relay/op/transform.py ## @@ -613,13 +613,13 @@ def strided_slice(data, begin, end, strides=None): data :

[GitHub] [incubator-tvm] kevinthesun commented on a change in pull request #5429: [RELAY][TF] Support symbolic newshape for Reshape

2020-04-27 Thread GitBox
kevinthesun commented on a change in pull request #5429: URL: https://github.com/apache/incubator-tvm/pull/5429#discussion_r416228918 ## File path: src/relay/transforms/pattern_util.h ## @@ -554,7 +554,10 @@ static inline Expr Reshape(Expr data, Array newshape) {

[GitHub] [incubator-tvm] boh-inspur commented on a change in pull request #5428: [CODEGEN][CUDA] Fix a bug when vectorized load was involved for…

2020-04-27 Thread GitBox
boh-inspur commented on a change in pull request #5428: URL: https://github.com/apache/incubator-tvm/pull/5428#discussion_r416249062 ## File path: src/target/source/codegen_cuda.cc ## @@ -274,9 +274,21 @@ void CodeGenCUDA::PrintVecElemLoad( static const char access[] =

[GitHub] [incubator-tvm] liangfu commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
liangfu commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r416266168 ## File path: src/target/source/codegen_c_host.cc ## @@ -20,10 +20,10 @@ /*! * \file codegen_c_host.cc */ -#include +#include

[GitHub] [incubator-tvm] liangfu commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
liangfu commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r416272213 ## File path: Makefile ## @@ -73,7 +73,10 @@ build/libtvm_web_runtime.js: build/libtvm_web_runtime.bc cpplint: python3

[GitHub] [incubator-tvm] wpan11nv commented on a change in pull request #5428: [CODEGEN][CUDA] Fix a bug when vectorized load was involved for…

2020-04-27 Thread GitBox
wpan11nv commented on a change in pull request #5428: URL: https://github.com/apache/incubator-tvm/pull/5428#discussion_r416240568 ## File path: src/target/source/codegen_cuda.cc ## @@ -274,9 +274,21 @@ void CodeGenCUDA::PrintVecElemLoad( static const char access[] = {'x',

[GitHub] [incubator-tvm] wpan11nv commented on a change in pull request #5428: [CODEGEN][CUDA] Fix a bug when vectorized load was involved for…

2020-04-27 Thread GitBox
wpan11nv commented on a change in pull request #5428: URL: https://github.com/apache/incubator-tvm/pull/5428#discussion_r416251080 ## File path: src/target/source/codegen_cuda.cc ## @@ -274,9 +274,21 @@ void CodeGenCUDA::PrintVecElemLoad( static const char access[] = {'x',

[GitHub] [incubator-tvm] masahi commented on pull request #5454: Add RoiAlign to Onnx frontend

2020-04-27 Thread GitBox
masahi commented on pull request #5454: URL: https://github.com/apache/incubator-tvm/pull/5454#issuecomment-620320682 Thanks @mbrookhart This is an automated message from the Apache Git Service. To respond to the message,

[incubator-tvm] branch master updated (17cd27d -> 702db6f)

2020-04-27 Thread masahi
This is an automated email from the ASF dual-hosted git repository. masahi pushed a change to branch master in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. from 17cd27d [TFLite Runtime] Add TFLite Runtime dependencies to CI CPU docker build (#5437) add 702db6f

[GitHub] [incubator-tvm] tmoreau89 commented on pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
tmoreau89 commented on pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#issuecomment-620258389 @u99127 the pieces that changed the behavior of autoTVM are a small fraction of the overall PR; so post-changes, the PR will remain significantly large / unchanged.

[GitHub] [incubator-tvm] kevinthesun commented on a change in pull request #5429: [RELAY][TF] Support symbolic newshape for Reshape

2020-04-27 Thread GitBox
kevinthesun commented on a change in pull request #5429: URL: https://github.com/apache/incubator-tvm/pull/5429#discussion_r416201926 ## File path: src/relay/op/tensor/transform.cc ## @@ -650,13 +670,59 @@ Array ReshapeCompute(const Attrs& attrs, return {

[GitHub] [incubator-tvm] boh-inspur commented on a change in pull request #5428: [CODEGEN][CUDA] Fix a bug when vectorized load was involved for…

2020-04-27 Thread GitBox
boh-inspur commented on a change in pull request #5428: URL: https://github.com/apache/incubator-tvm/pull/5428#discussion_r416253058 ## File path: src/target/source/codegen_cuda.cc ## @@ -274,9 +274,21 @@ void CodeGenCUDA::PrintVecElemLoad( static const char access[] =

[GitHub] [incubator-tvm] s1113950 opened a new pull request #5456: Creates a TVM wheel install

2020-04-27 Thread GitBox
s1113950 opened a new pull request #5456: URL: https://github.com/apache/incubator-tvm/pull/5456 Thanks for contributing to TVM! Please refer to guideline https://tvm.apache.org/docs/contribute/ for useful information and tips. After the pull request is submitted, please request code

[GitHub] [incubator-tvm] tmoreau89 commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
tmoreau89 commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r416178024 ## File path: python/tvm/autotvm/measure/local_executor.py ## @@ -145,6 +145,7 @@ def submit(self, func, *args, **kwargs): if not

[GitHub] [incubator-tvm] wpan11nv commented on a change in pull request #5428: [CODEGEN][CUDA] Fix a bug when vectorized load was involved for…

2020-04-27 Thread GitBox
wpan11nv commented on a change in pull request #5428: URL: https://github.com/apache/incubator-tvm/pull/5428#discussion_r416246643 ## File path: src/target/source/codegen_cuda.cc ## @@ -274,9 +274,21 @@ void CodeGenCUDA::PrintVecElemLoad( static const char access[] = {'x',

[GitHub] [incubator-tvm] tqchen opened a new issue #5458: [CI] Fix gluoncv tutorial under mxnet-mkl

2020-04-27 Thread GitBox
tqchen opened a new issue #5458: URL: https://github.com/apache/incubator-tvm/issues/5458 This is an error message generated by the mxnet-mkl image in the current master. The error was due to the operator `amp_multicast` is not implmented in the mxnet frontend(likely due to a mkl

[GitHub] [incubator-tvm] tqchen commented on issue #5458: [CI] Fix gluoncv tutorial under mxnet-mkl

2020-04-27 Thread GitBox
tqchen commented on issue #5458: URL: https://github.com/apache/incubator-tvm/issues/5458#issuecomment-620312769 cc @icemelon9 @shoubhik @anijain2305 This is an automated message from the Apache Git Service. To respond to

[GitHub] [incubator-tvm] boh-inspur commented on a change in pull request #5428: [CODEGEN][CUDA] Fix a bug when vectorized load was involved for…

2020-04-27 Thread GitBox
boh-inspur commented on a change in pull request #5428: URL: https://github.com/apache/incubator-tvm/pull/5428#discussion_r416238967 ## File path: src/target/source/codegen_cuda.cc ## @@ -274,9 +274,21 @@ void CodeGenCUDA::PrintVecElemLoad( static const char access[] =

[GitHub] [incubator-tvm] boh-inspur commented on a change in pull request #5428: [CODEGEN][CUDA] Fix a bug when vectorized load was involved for…

2020-04-27 Thread GitBox
boh-inspur commented on a change in pull request #5428: URL: https://github.com/apache/incubator-tvm/pull/5428#discussion_r416245487 ## File path: src/target/source/codegen_cuda.cc ## @@ -274,9 +274,21 @@ void CodeGenCUDA::PrintVecElemLoad( static const char access[] =

[GitHub] [incubator-tvm] boh-inspur commented on pull request #5428: [CODEGEN][CUDA] Fix a bug when vectorized load was involved for…

2020-04-27 Thread GitBox
boh-inspur commented on pull request #5428: URL: https://github.com/apache/incubator-tvm/pull/5428#issuecomment-620311830 > > > Do you see any issue to implement in a consistent way? > > uint_8x2 could be also stored as uint16_t, the same as uint8_t. If I am not mistaken,

[GitHub] [incubator-tvm] liangfu commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
liangfu commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r416273515 ## File path: python/tvm/exec/rpc_server.py ## @@ -100,27 +101,34 @@ def server_shutdown(): parser.add_argument('--port-end', type=int,

[GitHub] [incubator-tvm] liangfu commented on a change in pull request #5417: [RUNTIME][uTVM] AutoTVM + uTVM for Cortex-M7

2020-04-27 Thread GitBox
liangfu commented on a change in pull request #5417: URL: https://github.com/apache/incubator-tvm/pull/5417#discussion_r416273092 ## File path: python/tvm/micro/device/arm/stm32f746xx.py ## @@ -36,23 +55,41 @@ def create_micro_lib(obj_path, src_path, lib_type, options=None):

[GitHub] [incubator-tvm] yongfeng-nv commented on issue #5455: [CI] [TEST] test_conv2d_int8_intrinsics

2020-04-27 Thread GitBox
yongfeng-nv commented on issue #5455: URL: https://github.com/apache/incubator-tvm/issues/5455#issuecomment-620373532 Ran the test in tvmai/ci-cpu:v0.62-t0, but couldn't reproduce the failure. I cloned and built TVM by myself, as I I didn't find TVM in the docker image.

[incubator-tvm] branch tmoreau89-patch-1 created (now 57e5c13)

2020-04-27 Thread moreau
This is an automated email from the ASF dual-hosted git repository. moreau pushed a change to branch tmoreau89-patch-1 in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. at 57e5c13 [COMMUNITY] @liangfu -> committer This branch includes the following new commits:

[incubator-tvm] 01/01: [COMMUNITY] @liangfu -> committer

2020-04-27 Thread moreau
This is an automated email from the ASF dual-hosted git repository. moreau pushed a commit to branch tmoreau89-patch-1 in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git commit 57e5c131992ee59a03d6ce11c97f65437d27dea6 Author: Thierry Moreau AuthorDate: Mon Apr 27 22:31:34 2020

[GitHub] [incubator-tvm] tmoreau89 opened a new pull request #5460: [COMMUNITY] @liangfu -> committer

2020-04-27 Thread GitBox
tmoreau89 opened a new pull request #5460: URL: https://github.com/apache/incubator-tvm/pull/5460 Please join us to welcome @liangfu as a committer. He has helped maintain much of the Chisel codebase for VTA and notably has brought support to Intel FPGAs. More recently he contributed by

[GitHub] [incubator-tvm] kevinthesun opened a new pull request #5459: Support symbolic TopK, Ones, Zeros and Full

2020-04-27 Thread GitBox
kevinthesun opened a new pull request #5459: URL: https://github.com/apache/incubator-tvm/pull/5459 Support symbolic k for TopK. Support symbolic shape for Ones, Zeros and Full. @icemelon9 @yongwww @lixiaoquan

[GitHub] [incubator-tvm] yzhliu commented on a change in pull request #5357: [Relay] enable blocking format in x86 conv2d and fold scale axis

2020-04-27 Thread GitBox
yzhliu commented on a change in pull request #5357: URL: https://github.com/apache/incubator-tvm/pull/5357#discussion_r416315915 ## File path: src/relay/transforms/fold_scale_axis.cc ## @@ -39,6 +39,10 @@ namespace relay { * * Use namespace to reduce potential naming

[GitHub] [incubator-tvm] dhruvaray opened a new pull request #5447: [TOPI,RELAY][TFLITE] Sparse to dense operator

2020-04-27 Thread GitBox
dhruvaray opened a new pull request #5447: URL: https://github.com/apache/incubator-tvm/pull/5447 This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the

[GitHub] [incubator-tvm] murdockhou opened a new issue #5448: TypeError:'NoneType' object is not callable

2020-04-27 Thread GitBox
murdockhou opened a new issue #5448: URL: https://github.com/apache/incubator-tvm/issues/5448 I have update the tvm to the latest(2020/04/27). After this, I run the code that convert pyorch model to tvm. But get error in the first like this: ``` Traceback (most recent call last):

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