[GitHub] [tvm] Meteorix commented on a change in pull request #7147: [CUDA][PASS]Legalize tensorcore

2020-12-21 Thread GitBox
Meteorix commented on a change in pull request #7147: URL: https://github.com/apache/tvm/pull/7147#discussion_r547098688 ## File path: python/tvm/topi/nn/batch_matmul.py ## @@ -59,3 +60,25 @@ def batch_matmul(x, y, oshape=None): lambda b, i, j: te.sum(x[b if XB != 1 el

[GitHub] [tvm] kongroo commented on a change in pull request #7147: [CUDA][PASS]Legalize tensorcore

2020-12-21 Thread GitBox
kongroo commented on a change in pull request #7147: URL: https://github.com/apache/tvm/pull/7147#discussion_r547096507 ## File path: python/tvm/topi/nn/batch_matmul.py ## @@ -59,3 +60,25 @@ def batch_matmul(x, y, oshape=None): lambda b, i, j: te.sum(x[b if XB != 1 els

[GitHub] [tvm] Meteorix commented on a change in pull request #7146: [CUDA]batch_matmul tensorcore schedule

2020-12-21 Thread GitBox
Meteorix commented on a change in pull request #7146: URL: https://github.com/apache/tvm/pull/7146#discussion_r547093078 ## File path: python/tvm/topi/cuda/batch_matmul_tensorcore.py ## @@ -0,0 +1,274 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more c

[GitHub] [tvm] Meteorix commented on a change in pull request #7146: [CUDA]batch_matmul tensorcore schedule

2020-12-21 Thread GitBox
Meteorix commented on a change in pull request #7146: URL: https://github.com/apache/tvm/pull/7146#discussion_r547091793 ## File path: python/tvm/relay/op/strategy/cuda.py ## @@ -657,6 +657,20 @@ def batch_matmul_strategy_cuda(attrs, inputs, out_type, target): nam

[GitHub] [tvm] Meteorix commented on a change in pull request #7146: [CUDA]batch_matmul tensorcore schedule

2020-12-21 Thread GitBox
Meteorix commented on a change in pull request #7146: URL: https://github.com/apache/tvm/pull/7146#discussion_r547091707 ## File path: python/tvm/topi/cuda/batch_matmul_tensorcore.py ## @@ -0,0 +1,274 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more c

[GitHub] [tvm] ANSHUMAN87 commented on a change in pull request #7107: [Tutorial] Add output validation to sparse tutorial

2020-12-21 Thread GitBox
ANSHUMAN87 commented on a change in pull request #7107: URL: https://github.com/apache/tvm/pull/7107#discussion_r547091469 ## File path: tests/scripts/task_ci_python_setup.sh ## @@ -31,3 +31,4 @@ set -o pipefail echo "Addtiional setup in" ${CI_IMAGE_NAME} python3 -m pip ins

[GitHub] [tvm] jcf94 commented on pull request #7146: [CUDA]batch_matmul tensorcore schedule

2020-12-21 Thread GitBox
jcf94 commented on pull request #7146: URL: https://github.com/apache/tvm/pull/7146#issuecomment-749364296 @Meteorix, great thanks for your PR! The code looks good to me. This is an automated message from the Apache Git Servi

[GitHub] [tvm] ANSHUMAN87 opened a new pull request #7148: [Frontend][Tensorflow] Sparse_Dense Op CSR scheduling issue resolved for Cuda & X86

2020-12-21 Thread GitBox
ANSHUMAN87 opened a new pull request #7148: URL: https://github.com/apache/tvm/pull/7148 This is a follow up PR. 1. It has resolved the issue in CSR scheduling for both Cuda & X86. 2. Also the test cases in Tensorflow frontends are enabled for the same. cc @tkonolige , @FrozenG

[GitHub] [tvm] jcf94 commented on a change in pull request #7146: [CUDA]batch_matmul tensorcore schedule

2020-12-21 Thread GitBox
jcf94 commented on a change in pull request #7146: URL: https://github.com/apache/tvm/pull/7146#discussion_r547085365 ## File path: python/tvm/relay/op/strategy/cuda.py ## @@ -657,6 +657,20 @@ def batch_matmul_strategy_cuda(attrs, inputs, out_type, target): name="

[GitHub] [tvm] codeislife99 commented on a change in pull request #7125: Sparse reshape op

2020-12-21 Thread GitBox
codeislife99 commented on a change in pull request #7125: URL: https://github.com/apache/tvm/pull/7125#discussion_r547087287 ## File path: python/tvm/relay/op/transform.py ## @@ -1320,3 +1320,52 @@ def adv_index(inputs): Output tensor. """ return _make.adv_in

[GitHub] [tvm] codeislife99 commented on a change in pull request #7125: Sparse reshape op

2020-12-21 Thread GitBox
codeislife99 commented on a change in pull request #7125: URL: https://github.com/apache/tvm/pull/7125#discussion_r547086641 ## File path: src/relay/op/tensor/transform.cc ## @@ -1553,6 +1553,52 @@ RELAY_REGISTER_OP("meshgrid") .set_attr("FTVMCompute", MeshgridCompute)

[GitHub] [tvm] Meteorix commented on a change in pull request #7146: [CUDA]batch_matmul tensorcore schedule

2020-12-21 Thread GitBox
Meteorix commented on a change in pull request #7146: URL: https://github.com/apache/tvm/pull/7146#discussion_r547086764 ## File path: python/tvm/topi/cuda/batch_matmul_tensorcore.py ## @@ -0,0 +1,275 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more c

[GitHub] [tvm] codeislife99 commented on a change in pull request #7125: Sparse reshape op

2020-12-21 Thread GitBox
codeislife99 commented on a change in pull request #7125: URL: https://github.com/apache/tvm/pull/7125#discussion_r547086590 ## File path: python/tvm/relay/op/_transform.py ## @@ -63,6 +63,8 @@ _reg.register_injective_schedule("sparse_to_dense") _reg.register_injective_schedu

[GitHub] [tvm] Meteorix opened a new pull request #7147: [CUDA][PASS]Legalize tensorcore

2020-12-21 Thread GitBox
Meteorix opened a new pull request #7147: URL: https://github.com/apache/tvm/pull/7147 Add legalize pass: padding dense/conv2d/batch_matmul ops to legal shapes for using tensorcore on cuda target. To limit the overhead introduced by padding, we count the `extra_flops` and set the threshold

[GitHub] [tvm] jcf94 commented on a change in pull request #7146: [CUDA]batch_matmul tensorcore schedule

2020-12-21 Thread GitBox
jcf94 commented on a change in pull request #7146: URL: https://github.com/apache/tvm/pull/7146#discussion_r547081523 ## File path: python/tvm/topi/cuda/batch_matmul_tensorcore.py ## @@ -0,0 +1,275 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more cont

[GitHub] [tvm] Meteorix opened a new pull request #7146: [CUDA]batch_matmul tensorcore schedule

2020-12-21 Thread GitBox
Meteorix opened a new pull request #7146: URL: https://github.com/apache/tvm/pull/7146 Add batch_matmul tensorcore schedule for bert inference. It shows better performance than cublas batch_matmul kernel. @jcf94 @merrymercy could you help review this pr? ---

[GitHub] [tvm] FrozenGene commented on pull request #7132: [Auto Scheduler] Mali Support

2020-12-21 Thread GitBox
FrozenGene commented on pull request #7132: URL: https://github.com/apache/tvm/pull/7132#issuecomment-749329511 Thanks everyone @comaniac @jcf94 @giuseros This is an automated message from the Apache Git Service. To respond

[tvm] branch main updated (24cd869 -> 98ca771)

2020-12-21 Thread zhaowu
This is an automated email from the ASF dual-hosted git repository. zhaowu pushed a change to branch main in repository https://gitbox.apache.org/repos/asf/tvm.git. from 24cd869 [COMMUNITY] @jcf94 -> Committer (#7141) add 98ca771 [Auto Scheduler] Mali Support (#7132) No new revisions

[GitHub] [tvm] FrozenGene merged pull request #7132: [Auto Scheduler] Mali Support

2020-12-21 Thread GitBox
FrozenGene merged pull request #7132: URL: https://github.com/apache/tvm/pull/7132 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 t

[GitHub] [tvm] comaniac commented on a change in pull request #7145: [AutoScheduler][Bugfix] Hardware params is not serialized properly

2020-12-21 Thread GitBox
comaniac commented on a change in pull request #7145: URL: https://github.com/apache/tvm/pull/7145#discussion_r547055396 ## File path: python/tvm/auto_scheduler/search_task.py ## @@ -221,10 +221,6 @@ def __init__( target_host = Target(target_host) self.d

[GitHub] [tvm] comaniac commented on a change in pull request #7145: [AutoScheduler][Bugfix] Hardware params is not serialized properly

2020-12-21 Thread GitBox
comaniac commented on a change in pull request #7145: URL: https://github.com/apache/tvm/pull/7145#discussion_r547055396 ## File path: python/tvm/auto_scheduler/search_task.py ## @@ -221,10 +221,6 @@ def __init__( target_host = Target(target_host) self.d

[GitHub] [tvm] jcf94 commented on a change in pull request #7145: [AutoScheduler][Bugfix] Hardware params is not serialized properly

2020-12-21 Thread GitBox
jcf94 commented on a change in pull request #7145: URL: https://github.com/apache/tvm/pull/7145#discussion_r547038245 ## File path: python/tvm/auto_scheduler/search_task.py ## @@ -221,10 +221,6 @@ def __init__( target_host = Target(target_host) self.dag

[GitHub] [tvm] comaniac opened a new pull request #7145: [AutoScheduler][Bugfix] Hardware params is not serialized properly

2020-12-21 Thread GitBox
comaniac opened a new pull request #7145: URL: https://github.com/apache/tvm/pull/7145 The previous implementation of task serialization mechanism has a potential problem, which is a bit tricky so I didn't notice that before. Previously, I defined a set of attributes in the Python ob

[GitHub] [tvm] comaniac opened a new pull request #7144: [AutoScheduler] Support string processing to records

2020-12-21 Thread GitBox
comaniac opened a new pull request #7144: URL: https://github.com/apache/tvm/pull/7144 Current record processing APIs in auto_scheduler are based on files. This PR adds two APIs to manipulate tuning records in memory. cc @merrymercy @jcf94 -

[tvm] branch main updated (9713d67 -> 24cd869)

2020-12-21 Thread junrushao
This is an automated email from the ASF dual-hosted git repository. junrushao pushed a change to branch main in repository https://gitbox.apache.org/repos/asf/tvm.git. from 9713d67 Created CSourceMetaData module for model metadata (#7002) add 24cd869 [COMMUNITY] @jcf94 -> Committer (#

[GitHub] [tvm] junrushao1994 merged pull request #7141: [COMMUNITY] @jcf94 -> Committer

2020-12-21 Thread GitBox
junrushao1994 merged pull request #7141: URL: https://github.com/apache/tvm/pull/7141 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 t

[GitHub] [tvm] codeislife99 commented on a change in pull request #7126: Sparse fill empty rows op

2020-12-21 Thread GitBox
codeislife99 commented on a change in pull request #7126: URL: https://github.com/apache/tvm/pull/7126#discussion_r546961924 ## File path: python/tvm/relay/op/transform.py ## @@ -1320,3 +1320,84 @@ def adv_index(inputs): Output tensor. """ return _make.adv_in

[GitHub] [tvm] comaniac opened a new pull request #7143: [AutoScheduler] Python based measure callbacks

2020-12-21 Thread GitBox
comaniac opened a new pull request #7143: URL: https://github.com/apache/tvm/pull/7143 The current auto_scheduler callbacks can only be implemented in C++. This PR exposes the interface of measure callbacks to Python so that people can plug in their own callback functions easily. No

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

2020-12-21 Thread GitBox
zhiics commented on pull request #7002: URL: https://github.com/apache/tvm/pull/7002#issuecomment-749223654 Thanks @manupa-arm @areusch This is an automated message from the Apache Git Service. To respond to the message, ple

[GitHub] [tvm] zhiics merged pull request #7002: Created CSourceMetaData module for model metadata

2020-12-21 Thread GitBox
zhiics merged pull request #7002: URL: https://github.com/apache/tvm/pull/7002 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 s

[tvm] branch main updated: Created CSourceMetaData module for model metadata (#7002)

2020-12-21 Thread zhic
This is an automated email from the ASF dual-hosted git repository. zhic 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 9713d67 Created CSourceMetaData module for model metadat

[GitHub] [tvm] Wheest opened a new pull request #7142: Asymmetric padding in conv2d workload

2020-12-21 Thread GitBox
Wheest opened a new pull request #7142: URL: https://github.com/apache/tvm/pull/7142 The goal of this pull request is to make asymmetric padding a first-class citizen in 2D convolution in TOPI. The current workload description has `"hpad"` and `"wpad"`, however this is not represent

[GitHub] [tvm] kevinthesun commented on a change in pull request #7137: [Torch] Fix PyTorch NMS conversion for negative scores

2020-12-21 Thread GitBox
kevinthesun commented on a change in pull request #7137: URL: https://github.com/apache/tvm/pull/7137#discussion_r546923370 ## File path: python/tvm/relay/frontend/pytorch.py ## @@ -1857,16 +1857,18 @@ def nms(self, inputs, input_types): scores = inputs[1] iou

[GitHub] [tvm] kevinthesun commented on a change in pull request #7137: [Torch] Fix PyTorch NMS conversion for negative scores

2020-12-21 Thread GitBox
kevinthesun commented on a change in pull request #7137: URL: https://github.com/apache/tvm/pull/7137#discussion_r546923370 ## File path: python/tvm/relay/frontend/pytorch.py ## @@ -1857,16 +1857,18 @@ def nms(self, inputs, input_types): scores = inputs[1] iou

[tvm] branch main updated (82942fb -> 53c0641)

2020-12-21 Thread mbrookhart
This is an automated email from the ASF dual-hosted git repository. mbrookhart pushed a change to branch main in repository https://gitbox.apache.org/repos/asf/tvm.git. from 82942fb [TOPI] Simplify GPU NMS IR and optimize a bit (#7136) add 53c0641 Fix a few OpNode argument field descr

[GitHub] [tvm] mbrookhart commented on pull request #7140: Fix a few OpNode argument field descriptions when registered

2020-12-21 Thread GitBox
mbrookhart commented on pull request #7140: URL: https://github.com/apache/tvm/pull/7140#issuecomment-749189788 Thanks @domin1985 @junrushao1994 This is an automated message from the Apache Git Service. To respond to the mes

[GitHub] [tvm] mbrookhart merged pull request #7140: Fix a few OpNode argument field descriptions when registered

2020-12-21 Thread GitBox
mbrookhart merged pull request #7140: URL: https://github.com/apache/tvm/pull/7140 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 t

[GitHub] [tvm] mbrookhart commented on a change in pull request #7126: Sparse fill empty rows op

2020-12-21 Thread GitBox
mbrookhart commented on a change in pull request #7126: URL: https://github.com/apache/tvm/pull/7126#discussion_r546916764 ## File path: python/tvm/relay/op/transform.py ## @@ -1320,3 +1320,84 @@ def adv_index(inputs): Output tensor. """ return _make.adv_inde

[GitHub] [tvm] codeislife99 commented on a change in pull request #7126: Sparse fill empty rows op

2020-12-21 Thread GitBox
codeislife99 commented on a change in pull request #7126: URL: https://github.com/apache/tvm/pull/7126#discussion_r546895484 ## File path: python/tvm/relay/op/transform.py ## @@ -1320,3 +1320,84 @@ def adv_index(inputs): Output tensor. """ return _make.adv_in

[GitHub] [tvm] codeislife99 commented on a change in pull request #7126: Sparse fill empty rows op

2020-12-21 Thread GitBox
codeislife99 commented on a change in pull request #7126: URL: https://github.com/apache/tvm/pull/7126#discussion_r546893836 ## File path: python/tvm/relay/op/_transform.py ## @@ -63,6 +63,7 @@ _reg.register_injective_schedule("sparse_to_dense") _reg.register_injective_schedu

[GitHub] [tvm] tkonolige commented on a change in pull request #7126: Sparse fill empty rows op

2020-12-21 Thread GitBox
tkonolige commented on a change in pull request #7126: URL: https://github.com/apache/tvm/pull/7126#discussion_r546891906 ## File path: python/tvm/relay/op/transform.py ## @@ -1320,3 +1320,84 @@ def adv_index(inputs): Output tensor. """ return _make.adv_index

[GitHub] [tvm] Wheest edited a comment on pull request #6137: Better grouped convolution for CPU targets

2020-12-21 Thread GitBox
Wheest edited a comment on pull request #6137: URL: https://github.com/apache/tvm/pull/6137#issuecomment-749136716 Hello there, updating this pull request to be up-to-date with the latest `main` branch. In terms of things remaining to do: - [x] [Consider using compute_at and v

[GitHub] [tvm] codeislife99 commented on a change in pull request #7126: Sparse fill empty rows op

2020-12-21 Thread GitBox
codeislife99 commented on a change in pull request #7126: URL: https://github.com/apache/tvm/pull/7126#discussion_r546888428 ## File path: python/tvm/relay/op/transform.py ## @@ -1320,3 +1320,84 @@ def adv_index(inputs): Output tensor. """ return _make.adv_in

[GitHub] [tvm] codeislife99 commented on a change in pull request #7126: Sparse fill empty rows op

2020-12-21 Thread GitBox
codeislife99 commented on a change in pull request #7126: URL: https://github.com/apache/tvm/pull/7126#discussion_r546888139 ## File path: python/tvm/relay/op/transform.py ## @@ -1320,3 +1320,84 @@ def adv_index(inputs): Output tensor. """ return _make.adv_in

[GitHub] [tvm] Wheest edited a comment on pull request #6137: Better grouped convolution for CPU targets

2020-12-21 Thread GitBox
Wheest edited a comment on pull request #6137: URL: https://github.com/apache/tvm/pull/6137#issuecomment-749136716 Hello there, updating this pull request to be up-to-date with the latest `main` branch. In terms of things remaining to do: - [x] [Consider using compute_at and v

[GitHub] [tvm] Wheest edited a comment on pull request #6137: Better grouped convolution for CPU targets

2020-12-21 Thread GitBox
Wheest edited a comment on pull request #6137: URL: https://github.com/apache/tvm/pull/6137#issuecomment-749136716 This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub an

[GitHub] [tvm] Wheest edited a comment on pull request #6137: Better grouped convolution for CPU targets

2020-12-21 Thread GitBox
Wheest edited a comment on pull request #6137: URL: https://github.com/apache/tvm/pull/6137#issuecomment-749136716 Hello there, updating this pull request to be up-to-date with the latest `main` branch. In terms of things remaining to do: - [x] [Consider using compute_at and v

[GitHub] [tvm] Wheest commented on pull request #6137: Better grouped convolution for CPU targets

2020-12-21 Thread GitBox
Wheest commented on pull request #6137: URL: https://github.com/apache/tvm/pull/6137#issuecomment-749136716 Hello there, updating this pull request to be up-to-date with the latest `main` branch. In terms of things remaining to do: - [x] [Consider using compute_at and vectoriz

[GitHub] [tvm] TylerADavis commented on a change in pull request #7134: Add `is_floating_point()` test and better type support in `verify_model_vm()`

2020-12-21 Thread GitBox
TylerADavis commented on a change in pull request #7134: URL: https://github.com/apache/tvm/pull/7134#discussion_r546871956 ## File path: tests/python/frontend/pytorch/test_forward.py ## @@ -1889,21 +1889,73 @@ def _get_default_vm_targets(): return [tgt for (tgt, _) in tvm

[GitHub] [tvm] TylerADavis commented on a change in pull request #7134: Add `is_floating_point()` test and better type support in `verify_model_vm()`

2020-12-21 Thread GitBox
TylerADavis commented on a change in pull request #7134: URL: https://github.com/apache/tvm/pull/7134#discussion_r546871956 ## File path: tests/python/frontend/pytorch/test_forward.py ## @@ -1889,21 +1889,73 @@ def _get_default_vm_targets(): return [tgt for (tgt, _) in tvm

[GitHub] [tvm] tqchen opened a new pull request #7141: [COMMUNITY] @jcf94 -> Committer

2020-12-21 Thread GitBox
tqchen opened a new pull request #7141: URL: https://github.com/apache/tvm/pull/7141 Please join us to welcome @jcf94 as a new committer. He is one of the major contributors to the latest AutoScheduler(AutoTVMv2). He also actively supports the community on answering questions related t

[GitHub] [tvm] tkonolige commented on a change in pull request #7107: [Tutorial] Add output validation to sparse tutorial

2020-12-21 Thread GitBox
tkonolige commented on a change in pull request #7107: URL: https://github.com/apache/tvm/pull/7107#discussion_r546840492 ## File path: tests/scripts/task_ci_python_setup.sh ## @@ -31,3 +31,4 @@ set -o pipefail echo "Addtiional setup in" ${CI_IMAGE_NAME} python3 -m pip inst

[GitHub] [tvm] tkonolige commented on a change in pull request #7126: Sparse fill empty rows op

2020-12-21 Thread GitBox
tkonolige commented on a change in pull request #7126: URL: https://github.com/apache/tvm/pull/7126#discussion_r546836442 ## File path: python/tvm/relay/op/transform.py ## @@ -1320,3 +1320,84 @@ def adv_index(inputs): Output tensor. """ return _make.adv_index

[GitHub] [tvm] tkonolige commented on a change in pull request #7125: Sparse reshape op

2020-12-21 Thread GitBox
tkonolige commented on a change in pull request #7125: URL: https://github.com/apache/tvm/pull/7125#discussion_r546831211 ## File path: python/tvm/relay/op/_transform.py ## @@ -63,6 +63,8 @@ _reg.register_injective_schedule("sparse_to_dense") _reg.register_injective_schedule(

[GitHub] [tvm] Laurawly commented on pull request #7136: [TOPI] Simplify GPU NMS IR and optimize a bit

2020-12-21 Thread GitBox
Laurawly commented on pull request #7136: URL: https://github.com/apache/tvm/pull/7136#issuecomment-749093671 Thanks @masahi @mbrookhart This is an automated message from the Apache Git Service. To respond to the message, pl

[GitHub] [tvm] Laurawly merged pull request #7136: [TOPI] Simplify GPU NMS IR and optimize a bit

2020-12-21 Thread GitBox
Laurawly merged pull request #7136: URL: https://github.com/apache/tvm/pull/7136 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

[tvm] branch main updated: [TOPI] Simplify GPU NMS IR and optimize a bit (#7136)

2020-12-21 Thread laurawly
This is an automated email from the ASF dual-hosted git repository. laurawly 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 82942fb [TOPI] Simplify GPU NMS IR and optimize a bi

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

2020-12-21 Thread GitBox
manupa-arm commented on pull request #7002: URL: https://github.com/apache/tvm/pull/7002#issuecomment-749003721 Ping @areusch @zhiics. Let me know if you have any more concerns, I ll be disappearing for holidays from tomorrow. Thus, would like to address if there is anything today. T

[GitHub] [tvm] tqchen commented on pull request #7127: Added additional information to the from_onnx tutorial

2020-12-21 Thread GitBox
tqchen commented on pull request #7127: URL: https://github.com/apache/tvm/pull/7127#issuecomment-748981949 Thanks @hogepodge ! This is an automated message from the Apache Git Service. To respond to the message, please log o

[GitHub] [tvm] tqchen commented on pull request #7093: [TFLite] add support for float16

2020-12-21 Thread GitBox
tqchen commented on pull request #7093: URL: https://github.com/apache/tvm/pull/7093#issuecomment-748982915 Thanks @euntaik @giuseros @FrozenGene ! This is an automated message from the Apache Git Service. To respond to the m

[GitHub] [tvm] tqchen merged pull request #7093: [TFLite] add support for float16

2020-12-21 Thread GitBox
tqchen merged pull request #7093: URL: https://github.com/apache/tvm/pull/7093 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 s

[tvm] branch main updated: [TFLite] add support for float16 (#7093)

2020-12-21 Thread tqchen
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 9914685 [TFLite] add support for float16 (#7093) 99146

[tvm] branch main updated: [CUDA] Parallel Cuda Mergesort (#7099)

2020-12-21 Thread tqchen
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 38273ee [CUDA] Parallel Cuda Mergesort (#7099) 38273ee

[GitHub] [tvm] tqchen merged pull request #7099: [CUDA] Parallel Cuda Mergesort

2020-12-21 Thread GitBox
tqchen merged pull request #7099: URL: https://github.com/apache/tvm/pull/7099 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 s

[tvm] branch main updated: Added additional information to the from_onnx tutorial (#7127)

2020-12-21 Thread tqchen
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 bf5e248 Added additional information to the from_onnx

[GitHub] [tvm] tqchen merged pull request #7127: Added additional information to the from_onnx tutorial

2020-12-21 Thread GitBox
tqchen merged pull request #7127: URL: https://github.com/apache/tvm/pull/7127 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 s

[GitHub] [tvm] codeislife99 commented on a change in pull request #7125: Sparse reshape op

2020-12-21 Thread GitBox
codeislife99 commented on a change in pull request #7125: URL: https://github.com/apache/tvm/pull/7125#discussion_r546677613 ## File path: include/tvm/topi/transform.h ## @@ -1386,6 +1386,85 @@ inline Array meshgrid(const Array& inputs, const std::string& in return result;

[GitHub] [tvm] FrozenGene commented on pull request #7132: [Auto Scheduler] Mali Support

2020-12-21 Thread GitBox
FrozenGene commented on pull request #7132: URL: https://github.com/apache/tvm/pull/7132#issuecomment-748942493 @comaniac @jcf94 @giuseros have addressed the comments. Please have another one round of look. This is an automa

[GitHub] [tvm] FrozenGene commented on a change in pull request #7132: [Auto Scheduler] Mali Support

2020-12-21 Thread GitBox
FrozenGene commented on a change in pull request #7132: URL: https://github.com/apache/tvm/pull/7132#discussion_r546664255 ## File path: python/tvm/relay/op/strategy/mali.py ## @@ -69,6 +71,36 @@ def conv2d_strategy_mali(attrs, inputs, out_type, target): raise

[GitHub] [tvm] codeislife99 commented on a change in pull request #7125: Sparse reshape op

2020-12-21 Thread GitBox
codeislife99 commented on a change in pull request #7125: URL: https://github.com/apache/tvm/pull/7125#discussion_r546652775 ## File path: python/tvm/relay/op/transform.py ## @@ -1320,3 +1320,47 @@ def adv_index(inputs): Output tensor. """ return _make.adv_in

[GitHub] [tvm] codeislife99 commented on a change in pull request #7125: Sparse reshape op

2020-12-21 Thread GitBox
codeislife99 commented on a change in pull request #7125: URL: https://github.com/apache/tvm/pull/7125#discussion_r546652731 ## File path: python/tvm/topi/transform.py ## @@ -931,3 +931,47 @@ def adv_index(data, indices): Output tensor """ return cpp.adv_inde

[GitHub] [tvm] codeislife99 commented on a change in pull request #7125: Sparse reshape op

2020-12-21 Thread GitBox
codeislife99 commented on a change in pull request #7125: URL: https://github.com/apache/tvm/pull/7125#discussion_r546652595 ## File path: include/tvm/topi/transform.h ## @@ -1386,6 +1386,85 @@ inline Array meshgrid(const Array& inputs, const std::string& in return result;

[GitHub] [tvm] codeislife99 edited a comment on pull request #7126: Sparse fill empty rows op

2020-12-21 Thread GitBox
codeislife99 edited a comment on pull request #7126: URL: https://github.com/apache/tvm/pull/7126#issuecomment-748921727 cc : @trevor-m @comaniac @zhiics PTAL This is an automated message from the Apache Git Service. To res

[GitHub] [tvm] codeislife99 commented on pull request #7126: Sparse fill empty rows op

2020-12-21 Thread GitBox
codeislife99 commented on pull request #7126: URL: https://github.com/apache/tvm/pull/7126#issuecomment-748921727 cc : @trevor-m @comaniac @zhiics This is an automated message from the Apache Git Service. To respond to the

[GitHub] [tvm] FrozenGene commented on a change in pull request #7132: [Auto Scheduler] Mali Support

2020-12-21 Thread GitBox
FrozenGene commented on a change in pull request #7132: URL: https://github.com/apache/tvm/pull/7132#discussion_r546625878 ## File path: python/tvm/topi/nn/conv2d.py ## @@ -382,7 +382,15 @@ def conv2d_nhwc( if auto_scheduler_rewritten_layout: # Infer shape for the

[GitHub] [tvm] FrozenGene commented on a change in pull request #7132: [Auto Scheduler] Mali Support

2020-12-21 Thread GitBox
FrozenGene commented on a change in pull request #7132: URL: https://github.com/apache/tvm/pull/7132#discussion_r546625280 ## File path: src/auto_scheduler/search_task.cc ## @@ -90,6 +90,22 @@ HardwareParams HardwareParamsNode::GetDefaultHardwareParams(const Target& target

[GitHub] [tvm] FrozenGene commented on a change in pull request #7132: [Auto Scheduler] Mali Support

2020-12-21 Thread GitBox
FrozenGene commented on a change in pull request #7132: URL: https://github.com/apache/tvm/pull/7132#discussion_r546625280 ## File path: src/auto_scheduler/search_task.cc ## @@ -90,6 +90,22 @@ HardwareParams HardwareParamsNode::GetDefaultHardwareParams(const Target& target

[GitHub] [tvm] FrozenGene commented on a change in pull request #7132: [Auto Scheduler] Mali Support

2020-12-21 Thread GitBox
FrozenGene commented on a change in pull request #7132: URL: https://github.com/apache/tvm/pull/7132#discussion_r546624511 ## File path: python/tvm/topi/mali/conv2d.py ## @@ -545,6 +577,19 @@ def _alter_conv2d_layout(attrs, inputs, tinfos, out_type): return None +@

[GitHub] [tvm] domin1985 opened a new pull request #7140: Fix a few OpNode argument field descriptions when registered

2020-12-21 Thread GitBox
domin1985 opened a new pull request #7140: URL: https://github.com/apache/tvm/pull/7140 Fix a few missed OpNode argument field descriptions when registered. @mbrookhart @junrushao1994 This is an automated message

[GitHub] [tvm] giuseros commented on a change in pull request #7132: [Auto Scheduler] Mali Support

2020-12-21 Thread GitBox
giuseros commented on a change in pull request #7132: URL: https://github.com/apache/tvm/pull/7132#discussion_r546591992 ## File path: python/tvm/topi/nn/conv2d.py ## @@ -382,7 +382,15 @@ def conv2d_nhwc( if auto_scheduler_rewritten_layout: # Infer shape for the r

[GitHub] [tvm] masahi opened a new issue #7139: [TEST][FLAKY] test_topi_math.py:test_ewise

2020-12-21 Thread GitBox
masahi opened a new issue #7139: URL: https://github.com/apache/tvm/issues/7139 https://ci.tlcpack.ai/blue/organizations/jenkins/tvm/detail/PR-7136/8/pipeline This is an automated message from the Apache Git Service. To resp