[GitHub] [tvm] limenghao opened a new pull request #7021: Adatune

limenghao opened a new pull request #7021: URL: https://github.com/apache/tvm/pull/7021 Add features in the paper (AdaTune: Adaptive Tensor Program Compilation Made Efficient). Main changes: 1. In `./python/tvm/autotvm/measure/measure_methods.py`. Add an optional argument

[GitHub] [tvm] FrozenGene commented on a change in pull request #7020: [AutoScheduler] Misc update to hardware parameter and task scheduler

FrozenGene commented on a change in pull request #7020: URL: https://github.com/apache/tvm/pull/7020#discussion_r534805176 ## File path: include/tvm/auto_scheduler/search_task.h ## @@ -44,17 +44,16 @@ class HardwareParamsNode : public Object { int cache_line_bytes; //

[GitHub] [tvm] merrymercy commented on a change in pull request #7020: [AutoScheduler] Misc update to hardware parameter and task scheduler

merrymercy commented on a change in pull request #7020: URL: https://github.com/apache/tvm/pull/7020#discussion_r534760628 ## File path: include/tvm/auto_scheduler/search_task.h ## @@ -44,17 +44,16 @@ class HardwareParamsNode : public Object { int cache_line_bytes; //

[GitHub] [tvm] merrymercy commented on a change in pull request #7020: [AutoScheduler] Misc update to hardware parameter and task scheduler

merrymercy commented on a change in pull request #7020: URL: https://github.com/apache/tvm/pull/7020#discussion_r534760628 ## File path: include/tvm/auto_scheduler/search_task.h ## @@ -44,17 +44,16 @@ class HardwareParamsNode : public Object { int cache_line_bytes; //

[GitHub] [tvm] merrymercy commented on a change in pull request #7020: [AutoScheduler] Misc update to hardware parameter and task scheduler

merrymercy commented on a change in pull request #7020: URL: https://github.com/apache/tvm/pull/7020#discussion_r534760628 ## File path: include/tvm/auto_scheduler/search_task.h ## @@ -44,17 +44,16 @@ class HardwareParamsNode : public Object { int cache_line_bytes; //

[GitHub] [tvm] merrymercy commented on a change in pull request #7019: [AutoScheduler] Add a tutorial on auto-scheduling a network for x86 CPU

merrymercy commented on a change in pull request #7019: URL: https://github.com/apache/tvm/pull/7019#discussion_r534755166 ## File path: tutorials/auto_scheduler/tune_network_x86.py ## @@ -0,0 +1,307 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more

[GitHub] [tvm] FrozenGene commented on a change in pull request #7020: [AutoScheduler] Misc update to hardware parameter and task scheduler

FrozenGene commented on a change in pull request #7020: URL: https://github.com/apache/tvm/pull/7020#discussion_r534731618 ## File path: include/tvm/auto_scheduler/search_task.h ## @@ -44,17 +44,16 @@ class HardwareParamsNode : public Object { int cache_line_bytes; //

[GitHub] [tvm] FrozenGene commented on a change in pull request #7020: [AutoScheduler] Misc update to hardware parameter and task scheduler

FrozenGene commented on a change in pull request #7020: URL: https://github.com/apache/tvm/pull/7020#discussion_r534731618 ## File path: include/tvm/auto_scheduler/search_task.h ## @@ -44,17 +44,16 @@ class HardwareParamsNode : public Object { int cache_line_bytes; //

[GitHub] [tvm] FrozenGene commented on a change in pull request #7019: [AutoScheduler] Add a tutorial on auto-scheduling a network for x86 CPU

FrozenGene commented on a change in pull request #7019: URL: https://github.com/apache/tvm/pull/7019#discussion_r534724071 ## File path: tutorials/auto_scheduler/tune_network_x86.py ## @@ -0,0 +1,307 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more

[GitHub] [tvm] merrymercy commented on a change in pull request #7020: [AutoScheduler] Misc update to hardware parameter and task scheduler

merrymercy commented on a change in pull request #7020: URL: https://github.com/apache/tvm/pull/7020#discussion_r534721692 ## File path: include/tvm/auto_scheduler/search_task.h ## @@ -44,17 +44,16 @@ class HardwareParamsNode : public Object { int cache_line_bytes; //

[GitHub] [tvm] FrozenGene commented on a change in pull request #7020: [AutoScheduler] Misc update to hardware parameter and task scheduler

FrozenGene commented on a change in pull request #7020: URL: https://github.com/apache/tvm/pull/7020#discussion_r534719806 ## File path: include/tvm/auto_scheduler/search_task.h ## @@ -44,17 +44,16 @@ class HardwareParamsNode : public Object { int cache_line_bytes; //

[GitHub] [tvm] merrymercy commented on a change in pull request #7019: [AutoScheduler] Add a tutorial on auto-scheduling a network for x86 CPU

merrymercy commented on a change in pull request #7019: URL: https://github.com/apache/tvm/pull/7019#discussion_r534702348 ## File path: tutorials/auto_scheduler/tune_network_x86.py ## @@ -0,0 +1,307 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more

[GitHub] [tvm] merrymercy commented on a change in pull request #7019: [AutoScheduler] Add a tutorial on auto-scheduling a network for x86 CPU

merrymercy commented on a change in pull request #7019: URL: https://github.com/apache/tvm/pull/7019#discussion_r534700837 ## File path: tutorials/auto_scheduler/tune_network_x86.py ## @@ -0,0 +1,307 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more

[GitHub] [tvm] merrymercy commented on a change in pull request #7019: [AutoScheduler] Add a tutorial on auto-scheduling a network for x86 CPU

merrymercy commented on a change in pull request #7019: URL: https://github.com/apache/tvm/pull/7019#discussion_r534699235 ## File path: tutorials/auto_scheduler/tune_network_x86.py ## @@ -0,0 +1,307 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more

[GitHub] [tvm] echuraev edited a comment on pull request #7013: Change default hostname in rpc_tracker

echuraev edited a comment on pull request #7013: URL: https://github.com/apache/tvm/pull/7013#issuecomment-737682281 I've updated the PR. Now we will prefer IPv4 type of IP protocol between IPv4 and IPv6. @tqchen please, take a look on it.

[GitHub] [tvm] echuraev commented on pull request #7013: Change default hostname in rpc_tracker

echuraev commented on pull request #7013: URL: https://github.com/apache/tvm/pull/7013#issuecomment-737682281 I've updated the PR. Now we will prefer IPv4 type of IP protocol between IPv4 and IPv6. This is an automated

[GitHub] [tvm] tmoreau89 commented on a change in pull request #7019: [AutoScheduler] Add a tutorial on auto-scheduling a network for x86 CPU

tmoreau89 commented on a change in pull request #7019: URL: https://github.com/apache/tvm/pull/7019#discussion_r534654075 ## File path: tutorials/auto_scheduler/tune_network_x86.py ## @@ -0,0 +1,307 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more

[GitHub] [tvm] tmoreau89 commented on a change in pull request #7019: [AutoScheduler] Add a tutorial on auto-scheduling a network for x86 CPU

tmoreau89 commented on a change in pull request #7019: URL: https://github.com/apache/tvm/pull/7019#discussion_r534653594 ## File path: tutorials/auto_scheduler/tune_network_x86.py ## @@ -0,0 +1,307 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more

[GitHub] [tvm] tmoreau89 commented on a change in pull request #7019: [AutoScheduler] Add a tutorial on auto-scheduling a network for x86 CPU

tmoreau89 commented on a change in pull request #7019: URL: https://github.com/apache/tvm/pull/7019#discussion_r534652925 ## File path: tutorials/auto_scheduler/tune_network_x86.py ## @@ -0,0 +1,307 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more

[GitHub] [tvm] tmoreau89 commented on a change in pull request #7019: [AutoScheduler] Add a tutorial on auto-scheduling a network for x86 CPU

tmoreau89 commented on a change in pull request #7019: URL: https://github.com/apache/tvm/pull/7019#discussion_r534652254 ## File path: tutorials/auto_scheduler/tune_network_x86.py ## @@ -0,0 +1,307 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more

[GitHub] [tvm] tmoreau89 commented on a change in pull request #7019: [AutoScheduler] Add a tutorial on auto-scheduling a network for x86 CPU

tmoreau89 commented on a change in pull request #7019: URL: https://github.com/apache/tvm/pull/7019#discussion_r534651971 ## File path: tutorials/auto_scheduler/tune_network_x86.py ## @@ -0,0 +1,307 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more

[GitHub] [tvm] tmoreau89 commented on a change in pull request #7019: [AutoScheduler] Add a tutorial on auto-scheduling a network for x86 CPU

tmoreau89 commented on a change in pull request #7019: URL: https://github.com/apache/tvm/pull/7019#discussion_r534651701 ## File path: tutorials/auto_scheduler/tune_network_x86.py ## @@ -0,0 +1,307 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more

[GitHub] [tvm] anijain2305 merged pull request #7016: Fix trt Test

anijain2305 merged pull request #7016: URL: https://github.com/apache/tvm/pull/7016 This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to

[GitHub] [tvm] anijain2305 commented on pull request #7016: Fix trt Test

anijain2305 commented on pull request #7016: URL: https://github.com/apache/tvm/pull/7016#issuecomment-737649557 Thanks @codeislife99 @trevor-m This is merged This is an automated message from the Apache Git Service. To

[tvm] branch main updated (a7bf979 -> 22a0877)

This is an automated email from the ASF dual-hosted git repository. anijain2305 pushed a change to branch main in repository https://gitbox.apache.org/repos/asf/tvm.git. from a7bf979 [AutoScheduler] Support layout rewrite for whole networks (#6987) add 22a0877 Fix trt Test (#7016)

[GitHub] [tvm] mbrookhart commented on pull request #7018: [Topi] Fix GPU Dynamic Topk by Improving Dynamic Strided Slice in Topi

mbrookhart commented on pull request #7018: URL: https://github.com/apache/tvm/pull/7018#issuecomment-737647798 Out of curiosity, why no nvptx? This is an automated message from the Apache Git Service. To respond to the

[GitHub] [tvm] Meteorix commented on issue #7008: [RELAY][BUG]type inference is slow

Meteorix commented on issue #7008: URL: https://github.com/apache/tvm/issues/7008#issuecomment-737631890 @t-vi Thanks, I have read your PR and discuss thread. But when I use `relay.build`, it still calls c++ build pipeline then c++ type inference.

[GitHub] [tvm] merrymercy commented on pull request #7020: [AutoScheduler] Mics update to hardware parameter and task scheduler

merrymercy commented on pull request #7020: URL: https://github.com/apache/tvm/pull/7020#issuecomment-737630159 cc @jcf94 This is an automated message from the Apache Git Service. To respond to the message, please log on to

[GitHub] [tvm] merrymercy opened a new pull request #7020: [AutoScheduler] Mics update to hardware parameter and task scheduler

merrymercy opened a new pull request #7020: URL: https://github.com/apache/tvm/pull/7020 - Expose all fields of hardware parameters to its constructor - Make `LogEstimatedLatency` as the default callback This is an

[GitHub] [tvm] comaniac commented on a change in pull request #7019: [AutoScheduler] Add a tutorial on auto-scheduling a network for CPU

comaniac commented on a change in pull request #7019: URL: https://github.com/apache/tvm/pull/7019#discussion_r534622889 ## File path: tutorials/auto_scheduler/tune_network_x86.py ## @@ -0,0 +1,305 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more

[GitHub] [tvm] merrymercy commented on pull request #7019: [AutoScheduler] Add a tutorial on auto-scheduling a network for CPU

merrymercy commented on pull request #7019: URL: https://github.com/apache/tvm/pull/7019#issuecomment-737623657 cc @tqchen @junrushao1994 @jcf94 @minminsun This is an automated message from the Apache Git Service. To

[GitHub] [tvm] merrymercy opened a new pull request #7019: [AutoScheduler] Add tutorial on auto-scheduling a network for CPU

merrymercy opened a new pull request #7019: URL: https://github.com/apache/tvm/pull/7019 This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to

[tvm] branch main updated: [AutoScheduler] Support layout rewrite for whole networks (#6987)

This is an automated email from the ASF dual-hosted git repository. lmzheng pushed a commit to branch main in repository https://gitbox.apache.org/repos/asf/tvm.git The following commit(s) were added to refs/heads/main by this push: new a7bf979 [AutoScheduler] Support layout rewrite for

[GitHub] [tvm] merrymercy merged pull request #6987: [AutoScheduler] Support layout rewrite for whole networks

merrymercy merged pull request #6987: URL: https://github.com/apache/tvm/pull/6987 This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to

[tvm] branch main updated (e212f96 -> 399e703)

This is an automated email from the ASF dual-hosted git repository. tqchen pushed a change to branch main in repository https://gitbox.apache.org/repos/asf/tvm.git. from e212f96 [Backend][Verilator] regression tests (#7000) add 399e703 [µTVM] Modify reference VMs to support new µTVM

[GitHub] [tvm] tqchen merged pull request #7001: [µTVM] Modify reference VMs to support new µTVM demo

tqchen merged pull request #7001: URL: https://github.com/apache/tvm/pull/7001 This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the

[GitHub] [tvm] kevinthesun commented on a change in pull request #7018: [Topi] Fix GPU Dynamic Topk by Improving Dynamic Strided Slice in Topi

kevinthesun commented on a change in pull request #7018: URL: https://github.com/apache/tvm/pull/7018#discussion_r534584859 ## File path: include/tvm/topi/transform.h ## @@ -598,17 +598,69 @@ inline te::Tensor dynamic_strided_slice(const te::Tensor& x, const te::Tensor& b *

[GitHub] [tvm] mbrookhart commented on a change in pull request #7018: [Topi] Fix GPU Dynamic Topk by Improving Dynamic Strided Slice in Topi

mbrookhart commented on a change in pull request #7018: URL: https://github.com/apache/tvm/pull/7018#discussion_r534571294 ## File path: include/tvm/topi/transform.h ## @@ -598,17 +598,69 @@ inline te::Tensor dynamic_strided_slice(const te::Tensor& x, const te::Tensor& b *

[GitHub] [tvm] mbrookhart commented on a change in pull request #7018: [Topi] Fix GPU Dynamic Topk by Improving Dynamic Strided Slice in Topi

mbrookhart commented on a change in pull request #7018: URL: https://github.com/apache/tvm/pull/7018#discussion_r534568965 ## File path: include/tvm/topi/transform.h ## @@ -598,17 +598,69 @@ inline te::Tensor dynamic_strided_slice(const te::Tensor& x, const te::Tensor& b *

[GitHub] [tvm] kevinthesun commented on pull request #6978: [Relay][Topi][Dynamic] Add a Sort op and use the legalization pass to perform dynamic topk on GPU

kevinthesun commented on pull request #6978: URL: https://github.com/apache/tvm/pull/6978#issuecomment-737571529 https://github.com/apache/tvm/pull/7018 Fix for dynamic strided slice in topi to enable topk. This is an

[GitHub] [tvm] kevinthesun opened a new pull request #7018: [Topi] Fix GPU Dynamic Topk by Improving Dynamic Strided Slice in Topi

kevinthesun opened a new pull request #7018: URL: https://github.com/apache/tvm/pull/7018 This fix also works for gpu argwhere. @zhiics @anijain2305 @mbrookhart @Laurawly This is an automated message from the

[GitHub] [tvm] altanh commented on issue #7010: [TEST][FLAKY] test_op_grad_level2.py::test_conv2d_grad.py

altanh commented on issue #7010: URL: https://github.com/apache/tvm/issues/7010#issuecomment-737555189 Relevant issue on onnxruntime GitHub: https://github.com/microsoft/onnxruntime/issues/5369 This is an automated message

[GitHub] [tvm] tkonolige edited a comment on issue #7010: [TEST][FLAKY] test_op_grad_level2.py::test_conv2d_grad.py

tkonolige edited a comment on issue #7010: URL: https://github.com/apache/tvm/issues/7010#issuecomment-737547902 The error message is: ``` OMP: Error #15: Initializing libomp.dylib, but found libiomp5.dylib already initialized. OMP: Hint This means that multiple copies of the

[GitHub] [tvm] tkonolige commented on issue #7010: [TEST][FLAKY] test_op_grad_level2.py::test_conv2d_grad.py

tkonolige commented on issue #7010: URL: https://github.com/apache/tvm/issues/7010#issuecomment-737547902 The error message is: ``` OMP: Error #15: Initializing libomp.dylib, but found libiomp5.dylib already initialized. OMP: Hint This means that multiple copies of the OpenMP

[GitHub] [tvm] tkonolige opened a new issue #7017: Show stdout/stderr on segfault in pytest

tkonolige opened a new issue #7017: URL: https://github.com/apache/tvm/issues/7017 #7010 was hard to debug because pytest printed nothing once a segfault occurred. Forcing pytest to not capture output (via the `-s` flag) revealed the cause of the segfault. It would be nice to have pytest

[GitHub] [tvm] altanh commented on issue #7010: [TEST][FLAKY] test_op_grad_level2.py::test_conv2d_grad.py

altanh commented on issue #7010: URL: https://github.com/apache/tvm/issues/7010#issuecomment-737546289 per discussion with @tkonolige, we're pretty sure the abort is being caused by `libomp` conflicts between different 3rd party libraries (e.g. PyTorch and ONNX).

[GitHub] [tvm] merrymercy commented on a change in pull request #6987: [AutoScheduler] Support layout rewrite for whole networks

merrymercy commented on a change in pull request #6987: URL: https://github.com/apache/tvm/pull/6987#discussion_r534523208 ## File path: include/tvm/relay/transform.h ## @@ -315,6 +323,12 @@ TVM_DLL Pass CanonicalizeOps(); */ TVM_DLL Pass AlterOpLayout(); +/*! + * \brief

[GitHub] [tvm] trevor-m commented on a change in pull request #7016: Fix trt Test

trevor-m commented on a change in pull request #7016: URL: https://github.com/apache/tvm/pull/7016#discussion_r534501808 ## File path: tests/python/contrib/test_tensorrt.py ## @@ -1050,26 +1050,26 @@ def test_tensorrt_dynamic_batch(): batches_to_test = [1, 1, 0, 2, 3, 0,

[GitHub] [tvm] trevor-m commented on a change in pull request #7016: Fix trt Test

trevor-m commented on a change in pull request #7016: URL: https://github.com/apache/tvm/pull/7016#discussion_r534501808 ## File path: tests/python/contrib/test_tensorrt.py ## @@ -1050,26 +1050,26 @@ def test_tensorrt_dynamic_batch(): batches_to_test = [1, 1, 0, 2, 3, 0,

[GitHub] [tvm] merrymercy commented on a change in pull request #6987: [AutoScheduler] Support layout rewrite for whole networks

merrymercy commented on a change in pull request #6987: URL: https://github.com/apache/tvm/pull/6987#discussion_r534500373 ## File path: include/tvm/topi/transform.h ## @@ -1400,6 +1400,74 @@ inline Tensor layout_transform(const Tensor& src, const std::string& src_layout,

[GitHub] [tvm] altanh commented on issue #7010: [TEST][FLAKY] test_op_grad_level2.py::test_conv2d_grad.py

altanh commented on issue #7010: URL: https://github.com/apache/tvm/issues/7010#issuecomment-737491908 I can't reproduce this locally on the current main branch This is an automated message from the Apache Git Service. To

[GitHub] [tvm] trevor-m commented on a change in pull request #7016: Fix trt Test

trevor-m commented on a change in pull request #7016: URL: https://github.com/apache/tvm/pull/7016#discussion_r534475764 ## File path: tests/python/contrib/test_tensorrt.py ## @@ -1058,7 +1058,7 @@ def test_tensorrt_dynamic_batch(): mod = tvm.IRModule()

[GitHub] [tvm] codeislife99 opened a new pull request #7016: Fix trt Test

codeislife99 opened a new pull request #7016: URL: https://github.com/apache/tvm/pull/7016 Fix TRT Test This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the

[tvm] branch main updated: [Backend][Verilator] regression tests (#7000)

This is an automated email from the ASF dual-hosted git repository. moreau pushed a commit to branch main in repository https://gitbox.apache.org/repos/asf/tvm.git The following commit(s) were added to refs/heads/main by this push: new e212f96 [Backend][Verilator] regression tests (#7000)

[GitHub] [tvm] tmoreau89 merged pull request #7000: [Backend][Verilator] regression tests

tmoreau89 merged pull request #7000: URL: https://github.com/apache/tvm/pull/7000 This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to

[GitHub] [tvm] tkonolige commented on pull request #7006: [frontend][keras] Add support for TimeDistributed

tkonolige commented on pull request #7006: URL: https://github.com/apache/tvm/pull/7006#issuecomment-737465838 This is a flakey test we've been seeing recently. Push a new commit to force the ci to rerun. This is an

[GitHub] [tvm] slyubomirsky commented on pull request #7006: [frontend][keras] Add support for TimeDistributed

slyubomirsky commented on pull request #7006: URL: https://github.com/apache/tvm/pull/7006#issuecomment-737464345 The test failure seems spurious (in an operator test file I didn't modify). This is an automated message from

[GitHub] [tvm] merrymercy commented on a change in pull request #6987: [AutoScheduler] Support layout rewrite for whole networks

merrymercy commented on a change in pull request #6987: URL: https://github.com/apache/tvm/pull/6987#discussion_r534440217 ## File path: python/tvm/auto_scheduler/relay_integration.py ## @@ -247,9 +271,74 @@ def auto_schedule_topi(outs, has_complex_op):

[GitHub] [tvm] merrymercy commented on a change in pull request #6987: [AutoScheduler] Support layout rewrite for whole networks

merrymercy commented on a change in pull request #6987: URL: https://github.com/apache/tvm/pull/6987#discussion_r534440217 ## File path: python/tvm/auto_scheduler/relay_integration.py ## @@ -247,9 +271,74 @@ def auto_schedule_topi(outs, has_complex_op):

[GitHub] [tvm] merrymercy commented on a change in pull request #6987: [AutoScheduler] Support layout rewrite for whole networks

merrymercy commented on a change in pull request #6987: URL: https://github.com/apache/tvm/pull/6987#discussion_r534439734 ## File path: python/tvm/auto_scheduler/relay_integration.py ## @@ -247,9 +271,74 @@ def auto_schedule_topi(outs, has_complex_op):

[GitHub] [tvm] merrymercy commented on a change in pull request #6987: [AutoScheduler] Support layout rewrite for whole networks

merrymercy commented on a change in pull request #6987: URL: https://github.com/apache/tvm/pull/6987#discussion_r534439734 ## File path: python/tvm/auto_scheduler/relay_integration.py ## @@ -247,9 +271,74 @@ def auto_schedule_topi(outs, has_complex_op):

[GitHub] [tvm] merrymercy commented on a change in pull request #6987: [AutoScheduler] Support layout rewrite for whole networks

merrymercy commented on a change in pull request #6987: URL: https://github.com/apache/tvm/pull/6987#discussion_r534439463 ## File path: python/tvm/auto_scheduler/relay_integration.py ## @@ -247,9 +271,74 @@ def auto_schedule_topi(outs, has_complex_op):

[GitHub] [tvm] merrymercy commented on a change in pull request #6987: [AutoScheduler] Support layout rewrite for whole networks

merrymercy commented on a change in pull request #6987: URL: https://github.com/apache/tvm/pull/6987#discussion_r534439106 ## File path: python/tvm/auto_scheduler/relay_integration.py ## @@ -247,9 +271,74 @@ def auto_schedule_topi(outs, has_complex_op):

[GitHub] [tvm] merrymercy commented on a change in pull request #6987: [AutoScheduler] Support layout rewrite for whole networks

merrymercy commented on a change in pull request #6987: URL: https://github.com/apache/tvm/pull/6987#discussion_r534438706 ## File path: tests/python/relay/test_auto_scheduler_layout_rewrite.py ## @@ -0,0 +1,121 @@ +# Licensed to the Apache Software Foundation (ASF) under one

[GitHub] [tvm] merrymercy commented on a change in pull request #6987: [AutoScheduler] Support layout rewrite for whole networks

merrymercy commented on a change in pull request #6987: URL: https://github.com/apache/tvm/pull/6987#discussion_r534437675 ## File path: python/tvm/auto_scheduler/compute_dag.py ## @@ -162,6 +162,23 @@ def infer_bound_from_state(self, state):

[GitHub] [tvm] merrymercy commented on a change in pull request #6987: [AutoScheduler] Support layout rewrite for whole networks

merrymercy commented on a change in pull request #6987: URL: https://github.com/apache/tvm/pull/6987#discussion_r534437675 ## File path: python/tvm/auto_scheduler/compute_dag.py ## @@ -162,6 +162,23 @@ def infer_bound_from_state(self, state):

[GitHub] [tvm] areusch commented on a change in pull request #7002: Created CSourceMetaData module for model metadata

areusch commented on a change in pull request #7002: URL: https://github.com/apache/tvm/pull/7002#discussion_r534351281 ## File path: python/tvm/runtime/module.py ## @@ -268,6 +268,11 @@ def export_library(self, file_name, fcompile=None, addons=None, **kwargs):

[GitHub] [tvm] comaniac commented on a change in pull request #6987: [AutoScheduler] Support layout rewrite for whole networks

comaniac commented on a change in pull request #6987: URL: https://github.com/apache/tvm/pull/6987#discussion_r534367774 ## File path: python/tvm/auto_scheduler/relay_integration.py ## @@ -247,9 +271,74 @@ def auto_schedule_topi(outs, has_complex_op):

[GitHub] [tvm] tkonolige commented on pull request #6910: [TVMSCRIPT] Attach span information to tir nodes in tvmscript

tkonolige commented on pull request #6910: URL: https://github.com/apache/tvm/pull/6910#issuecomment-737403878 @tqchen Looks like all tests are passing now. Any other reviewers you would suggest? This is an automated

[GitHub] [tvm] merrymercy commented on a change in pull request #6987: [AutoScheduler] Support layout rewrite for whole networks

merrymercy commented on a change in pull request #6987: URL: https://github.com/apache/tvm/pull/6987#discussion_r534362427 ## File path: include/tvm/relay/transform.h ## @@ -106,6 +106,14 @@ TVM_DLL Pass FoldConstant(); */ TVM_DLL Pass FuseOps(int fuse_opt_level = -1);

[GitHub] [tvm] tqchen commented on issue #7010: [TEST][FLAKY] test_op_grad_level2.py::test_conv2d_grad.py

tqchen commented on issue #7010: URL: https://github.com/apache/tvm/issues/7010#issuecomment-737379507 https://ci.tlcpack.ai/job/tvm/job/main/250/execution/node/233/log/ another one related This is an automated message from

[GitHub] [tvm] manupa-arm commented on a change in pull request #7002: Created CSourceMetaData module for model metadata

manupa-arm commented on a change in pull request #7002: URL: https://github.com/apache/tvm/pull/7002#discussion_r534348967 ## File path: src/relay/backend/contrib/dnnl/codegen.cc ## @@ -413,7 +413,8 @@ class DNNLModuleCodegen : public CSourceModuleCodegenBase { // Create

[GitHub] [tvm] areusch commented on pull request #7015: [µTVM] Fix paths in the reference VM tutorial and add vbguest recommendation

areusch commented on pull request #7015: URL: https://github.com/apache/tvm/pull/7015#issuecomment-737374668 @tqchen @jroesch This is an automated message from the Apache Git Service. To respond to the message, please log

[GitHub] [tvm] areusch opened a new pull request #7015: [µTVM] Fix paths in the reference VM tutorial and add vbguest recommendation

areusch opened a new pull request #7015: URL: https://github.com/apache/tvm/pull/7015 A few minor fixes to the tutorial which could help new users. This is an automated message from the Apache Git Service. To respond to the

[GitHub] [tvm] zhiics commented on a change in pull request #7002: Created CSourceMetaData module for model metadata

zhiics commented on a change in pull request #7002: URL: https://github.com/apache/tvm/pull/7002#discussion_r534335252 ## File path: src/relay/backend/build_module.cc ## @@ -493,18 +493,14 @@ class RelayBuildModule : public runtime::ModuleNode { // If we cannot decide

[GitHub] [tvm] manupa-arm commented on a change in pull request #6950: [uTVM] Initial BYOC support with c-source module

manupa-arm commented on a change in pull request #6950: URL: https://github.com/apache/tvm/pull/6950#discussion_r534333446 ## File path: include/tvm/ir/module.h ## @@ -56,11 +56,14 @@ class IRModuleNode : public Object { Map type_definitions; /*! \brief The source map

[GitHub] [tvm] manupa-arm commented on a change in pull request #6950: [uTVM] Initial BYOC support with c-source module

manupa-arm commented on a change in pull request #6950: URL: https://github.com/apache/tvm/pull/6950#discussion_r534332379 ## File path: python/tvm/micro/build.py ## @@ -162,7 +158,12 @@ def build_static_runtime( libs.append(compiler.library(lib_build_dir, lib_srcs,

[GitHub] [tvm] merrymercy commented on a change in pull request #6987: [AutoScheduler] Support layout rewrite for whole networks

merrymercy commented on a change in pull request #6987: URL: https://github.com/apache/tvm/pull/6987#discussion_r534331753 ## File path: python/tvm/topi/nn/conv2d.py ## @@ -371,8 +379,29 @@ def conv2d_nhwc(Input, Filter, stride, padding, dilation, out_dtype="float32"):

[GitHub] [tvm] merrymercy commented on a change in pull request #6987: [AutoScheduler] Support layout rewrite for whole networks

merrymercy commented on a change in pull request #6987: URL: https://github.com/apache/tvm/pull/6987#discussion_r534331214 ## File path: tests/python/relay/test_auto_scheduler_layout_rewrite.py ## @@ -0,0 +1,122 @@ +# Licensed to the Apache Software Foundation (ASF) under one

[GitHub] [tvm] manupa-arm commented on pull request #7002: Created CSourceMetaData module for model metadata

manupa-arm commented on pull request #7002: URL: https://github.com/apache/tvm/pull/7002#issuecomment-737363661 @areusch @tqchen @mbaret @zhiics Please take a look when you have a minute :). This is an automated message

[GitHub] [tvm] t-vi commented on issue #7008: [RELAY][BUG]type inference is slow

t-vi commented on issue #7008: URL: https://github.com/apache/tvm/issues/7008#issuecomment-737327528 #6900 is my attempt at getting incremental type inference into the PyToch frontend. It will need some serious cleanup, but I think it is useful. It removes the N² thing of re-checking

[GitHub] [tvm] hgt312 opened a new pull request #7014: [CUDA] BF16 support

hgt312 opened a new pull request #7014: URL: https://github.com/apache/tvm/pull/7014 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 reviews from

[tvm] branch main updated: [µTVM] Minor fixes to the Reference VM tutorial (#7012)

This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch main in repository https://gitbox.apache.org/repos/asf/tvm.git The following commit(s) were added to refs/heads/main by this push: new 636739a [µTVM] Minor fixes to the Reference VM

[GitHub] [tvm] tqchen merged pull request #7012: [µTVM] Minor fixes to the Reference VM tutorial

tqchen merged pull request #7012: URL: https://github.com/apache/tvm/pull/7012 This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the

[GitHub] [tvm] tqchen commented on pull request #7013: Change default hostname in rpc_tracker

tqchen commented on pull request #7013: URL: https://github.com/apache/tvm/pull/7013#issuecomment-737244613 Thanks @echuraev It is indeed good to support IPv6, although the current change could make rpc tracker unavailable from other machines. The second best option is indeed to check and

[GitHub] [tvm] tqchen commented on a change in pull request #7013: Change default hostname in rpc_tracker

tqchen commented on a change in pull request #7013: URL: https://github.com/apache/tvm/pull/7013#discussion_r534182868 ## File path: python/tvm/exec/rpc_tracker.py ## @@ -33,7 +33,7 @@ def main(args): if __name__ == "__main__": parser = argparse.ArgumentParser() -

[GitHub] [tvm] echuraev commented on pull request #7013: Change default hostname in rpc_tracker

echuraev commented on pull request #7013: URL: https://github.com/apache/tvm/pull/7013#issuecomment-737143035 And just a question to this PR. Maybe the better option is to set IPv4 type for all rpc connections? Or sometimes it is reasonable to have IPv6?

[GitHub] [tvm] echuraev opened a new pull request #7013: Change default hostname in rpc_tracker

echuraev opened a new pull request #7013: URL: https://github.com/apache/tvm/pull/7013 This change fix problem with version of IP protocol on MacOS. Previous the rpc_tracker and query_rpc_tracker were not able connect to each other with default hostnames. The root cause was in