[GitHub] [incubator-tvm] junrushao1994 edited a comment on pull request #5585: [Runtime] Introduce runtime::Array

2020-05-20 Thread GitBox
junrushao1994 edited a comment on pull request #5585: URL: https://github.com/apache/incubator-tvm/pull/5585#issuecomment-631147088 As `CHECK` causes significant regression in stack utilization, we dived deeper into this case, and then figured out that `dmlc::LogMessageFatal` is the cause

[GitHub] [incubator-tvm] junrushao1994 edited a comment on pull request #5585: [Runtime] Introduce runtime::Array

2020-05-20 Thread GitBox
junrushao1994 edited a comment on pull request #5585: URL: https://github.com/apache/incubator-tvm/pull/5585#issuecomment-631147088 As `CHECK` causes significant regression in stack utilization, we dived deeper into this case, and then figured out that `dmlc::LogMessageFatal` is the cause

[GitHub] [incubator-tvm] dhruvaray commented on pull request #5329: [Frontend][TFLite] Add parser support for shape and range

2020-05-20 Thread GitBox
dhruvaray commented on pull request #5329: URL: https://github.com/apache/incubator-tvm/pull/5329#issuecomment-631867834 @siju-samuel - Let me know if all is good This is an automated message from the Apache Git Service. To

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

2020-05-20 Thread GitBox
dhruvaray commented on pull request #5447: URL: https://github.com/apache/incubator-tvm/pull/5447#issuecomment-631866290 @siju-samuel, @u99127 - Incorporated all the comments @FrozenGene, @kazum - Please merge if good

[GitHub] [incubator-tvm] Menooker commented on a change in pull request #5601: [TVM Core] Add bfloat16

2020-05-20 Thread GitBox
Menooker commented on a change in pull request #5601: URL: https://github.com/apache/incubator-tvm/pull/5601#discussion_r428427929 ## File path: include/tvm/runtime/data_type.h ## @@ -81,6 +82,10 @@ class DataType { bool is_float() const { return code() == DataType::kFloat;

[GitHub] [incubator-tvm] Menooker commented on a change in pull request #5601: [TVM Core] Add bfloat16

2020-05-20 Thread GitBox
Menooker commented on a change in pull request #5601: URL: https://github.com/apache/incubator-tvm/pull/5601#discussion_r428427975 ## File path: include/tvm/runtime/data_type.h ## @@ -297,6 +302,8 @@ inline const char* TypeCode2Str(int type_code) { return "Object";

[GitHub] [incubator-tvm] Menooker commented on a change in pull request #5601: [TVM Core] Add bfloat16

2020-05-20 Thread GitBox
Menooker commented on a change in pull request #5601: URL: https://github.com/apache/incubator-tvm/pull/5601#discussion_r428427694 ## File path: include/tvm/runtime/c_runtime_api.h ## @@ -114,6 +114,7 @@ typedef enum { kTVMNNVMLast = 20U, // The following section of code

[GitHub] [incubator-tvm] Menooker commented on a change in pull request #5601: [TVM Core] Add bfloat16

2020-05-20 Thread GitBox
Menooker commented on a change in pull request #5601: URL: https://github.com/apache/incubator-tvm/pull/5601#discussion_r428424469 ## File path: src/target/llvm/codegen_llvm.cc ## @@ -555,12 +558,48 @@ void CodeGenLLVM::CreateSerialFor(llvm::Value* begin, llvm::Value* end,

[GitHub] [incubator-tvm] masahi merged pull request #5637: Extend AttrPattern to support CallNode and FunctionNode attributes

2020-05-20 Thread GitBox
masahi merged pull request #5637: URL: https://github.com/apache/incubator-tvm/pull/5637 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

[incubator-tvm] branch master updated: Extend AttrPattern to support CallNode and FunctionNode attributes (#5637)

2020-05-20 Thread masahi
This is an automated email from the ASF dual-hosted git repository. masahi pushed a commit to branch master in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git The following commit(s) were added to refs/heads/master by this push: new cafb498 Extend AttrPattern to support

[GitHub] [incubator-tvm] masahi commented on pull request #5637: Extend AttrPattern to support CallNode and FunctionNode attributes

2020-05-20 Thread GitBox
masahi commented on pull request #5637: URL: https://github.com/apache/incubator-tvm/pull/5637#issuecomment-631854288 Thanks @mbrookhart @comaniac This is an automated message from the Apache Git Service. To respond to the

[GitHub] [incubator-tvm] FrozenGene commented on a change in pull request #5394: [TFLITE]Quantize & Dequantize op

2020-05-20 Thread GitBox
FrozenGene commented on a change in pull request #5394: URL: https://github.com/apache/incubator-tvm/pull/5394#discussion_r428406145 ## File path: tests/python/frontend/tflite/test_forward.py ## @@ -1552,6 +1552,48 @@ def test_forward_squeeze():

[GitHub] [incubator-tvm] masahi commented on a change in pull request #5628: [Relay, Topi][OP] Correlation

2020-05-20 Thread GitBox
masahi commented on a change in pull request #5628: URL: https://github.com/apache/incubator-tvm/pull/5628#discussion_r428396485 ## File path: topi/python/topi/cuda/correlation.py ## @@ -0,0 +1,176 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more

[GitHub] [incubator-tvm] masahi commented on a change in pull request #5628: [Relay, Topi][OP] Correlation

2020-05-20 Thread GitBox
masahi commented on a change in pull request #5628: URL: https://github.com/apache/incubator-tvm/pull/5628#discussion_r428395419 ## File path: topi/python/topi/cuda/correlation.py ## @@ -0,0 +1,176 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more

[GitHub] [incubator-tvm] masahi commented on a change in pull request #5628: [Relay, Topi][OP] Correlation

2020-05-20 Thread GitBox
masahi commented on a change in pull request #5628: URL: https://github.com/apache/incubator-tvm/pull/5628#discussion_r428395349 ## File path: topi/python/topi/cuda/correlation.py ## @@ -0,0 +1,176 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more

[GitHub] [incubator-tvm] masahi commented on a change in pull request #5628: [Relay, Topi][OP] Correlation

2020-05-20 Thread GitBox
masahi commented on a change in pull request #5628: URL: https://github.com/apache/incubator-tvm/pull/5628#discussion_r428395061 ## File path: topi/python/topi/cuda/correlation.py ## @@ -0,0 +1,176 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more

[incubator-tvm] branch master updated (e10ea86 -> 019da5d)

2020-05-20 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 e10ea86 [RELAY][PYTORCH]Resize3d, Upsample3d op support (#5633) add 019da5d [TUTORIAL]TFLite QNN

[GitHub] [incubator-tvm] masahi commented on pull request #5595: [TUTORIAL]TFLite QNN Tutorial

2020-05-20 Thread GitBox
masahi commented on pull request #5595: URL: https://github.com/apache/incubator-tvm/pull/5595#issuecomment-631810837 Thanks @siju-samuel @anijain2305 This is an automated message from the Apache Git Service. To respond to

[GitHub] [incubator-tvm] masahi merged pull request #5595: [TUTORIAL]TFLite QNN Tutorial

2020-05-20 Thread GitBox
masahi merged pull request #5595: URL: https://github.com/apache/incubator-tvm/pull/5595 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

[GitHub] [incubator-tvm] masahi merged pull request #5633: [RELAY][PYTORCH]Resize3d, Upsample3d op support

2020-05-20 Thread GitBox
masahi merged pull request #5633: URL: https://github.com/apache/incubator-tvm/pull/5633 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

[incubator-tvm] branch master updated (c94e6ba -> e10ea86)

2020-05-20 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 c94e6ba Label Pattern Partitions (#5627) add e10ea86 [RELAY][PYTORCH]Resize3d, Upsample3d op support

[GitHub] [incubator-tvm] masahi commented on pull request #5627: Label Pattern Partitions

2020-05-20 Thread GitBox
masahi commented on pull request #5627: URL: https://github.com/apache/incubator-tvm/pull/5627#issuecomment-631807935 Thanks @mbrookhart @comaniac This is an automated message from the Apache Git Service. To respond to the

[GitHub] [incubator-tvm] masahi merged pull request #5627: Label Pattern Partitions

2020-05-20 Thread GitBox
masahi merged pull request #5627: URL: https://github.com/apache/incubator-tvm/pull/5627 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

[incubator-tvm] branch master updated (15f3ce3 -> c94e6ba)

2020-05-20 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 15f3ce3 Fix typo in test script (#5635) add c94e6ba Label Pattern Partitions (#5627) No new revisions

[GitHub] [incubator-tvm] tqchen commented on pull request #5628: [Relay, Topi][OP] Correlation

2020-05-20 Thread GitBox
tqchen commented on pull request #5628: URL: https://github.com/apache/incubator-tvm/pull/5628#issuecomment-631764205 @vinx13 can you also list the reference APIs in pytorch, tf, mx for the API design This is an automated

[GitHub] [incubator-tvm] tqchen commented on a change in pull request #5628: [Relay, Topi][OP] Correlation

2020-05-20 Thread GitBox
tqchen commented on a change in pull request #5628: URL: https://github.com/apache/incubator-tvm/pull/5628#discussion_r428345304 ## File path: include/tvm/relay/attrs/nn.h ## @@ -1203,6 +1203,36 @@ struct SubPixelAttrs : public tvm::AttrsNode { } }; // struct

[GitHub] [incubator-tvm] tqchen merged pull request #5635: Fix typo in test script

2020-05-20 Thread GitBox
tqchen merged pull request #5635: URL: https://github.com/apache/incubator-tvm/pull/5635 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

[incubator-tvm] branch master updated (e180b66 -> 9d78ad8)

2020-05-20 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 e180b66 [NODE][PASS] Introduce config to PassContext. (#5631) add 9d78ad8 another cmake fix (#5630)

[GitHub] [incubator-tvm] tqchen merged pull request #5630: [VTA] CMAKE fix

2020-05-20 Thread GitBox
tqchen merged pull request #5630: URL: https://github.com/apache/incubator-tvm/pull/5630 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

[incubator-tvm] branch master updated (9d78ad8 -> 15f3ce3)

2020-05-20 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 9d78ad8 another cmake fix (#5630) add 15f3ce3 Fix typo in test script (#5635) No new revisions were

[GitHub] [incubator-tvm] comaniac commented on pull request #5637: Extend AttrPattern to support CallNode and FunctionNode attributes

2020-05-20 Thread GitBox
comaniac commented on pull request #5637: URL: https://github.com/apache/incubator-tvm/pull/5637#issuecomment-631751569 cc @masahi This is an automated message from the Apache Git Service. To respond to the message, please

[GitHub] [incubator-tvm] zhiics commented on pull request #5631: [NODE][PASS] Introduce config to PassContext.

2020-05-20 Thread GitBox
zhiics commented on pull request #5631: URL: https://github.com/apache/incubator-tvm/pull/5631#issuecomment-631747873 Thanks @tqchen This is an automated message from the Apache Git Service. To respond to the message,

[incubator-tvm] branch master updated (c286b2d -> e180b66)

2020-05-20 Thread zhic
This is an automated email from the ASF dual-hosted git repository. zhic pushed a change to branch master in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. from c286b2d [RELAY][BYOC] Fix the creation of tuple of tuples in PartitionGraph (#5616) add e180b66

[GitHub] [incubator-tvm] zhiics merged pull request #5631: [NODE][PASS] Introduce config to PassContext.

2020-05-20 Thread GitBox
zhiics merged pull request #5631: URL: https://github.com/apache/incubator-tvm/pull/5631 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

[GitHub] [incubator-tvm] masahi commented on pull request #5627: Label Pattern Partitions

2020-05-20 Thread GitBox
masahi commented on pull request #5627: URL: https://github.com/apache/incubator-tvm/pull/5627#issuecomment-631746686 Ah I see what you mean. I don't think constant names such as `kComposite` defined in cpp are available in python.

[GitHub] [incubator-tvm] comaniac commented on a change in pull request #5637: Extend AttrPattern to support CallNode and FunctionNode attributes

2020-05-20 Thread GitBox
comaniac commented on a change in pull request #5637: URL: https://github.com/apache/incubator-tvm/pull/5637#discussion_r428325039 ## File path: src/relay/ir/dataflow_matcher.cc ## @@ -101,39 +101,69 @@ bool DFPatternMatcher::VisitDFPattern_(const AltPatternNode* op, const

[GitHub] [incubator-tvm] mbrookhart edited a comment on pull request #5627: Label Pattern Partitions

2020-05-20 Thread GitBox
mbrookhart edited a comment on pull request #5627: URL: https://github.com/apache/incubator-tvm/pull/5627#issuecomment-631741232 I can get the value with that PR once it's in the function, but I can't seem to replace the string in this call with the constant?: ```

[GitHub] [incubator-tvm] mbrookhart commented on pull request #5627: Label Pattern Partitions

2020-05-20 Thread GitBox
mbrookhart commented on pull request #5627: URL: https://github.com/apache/incubator-tvm/pull/5627#issuecomment-631741232 I can get the value with that PR once it's in the function, but I can't seem to replace the string in this call with the constant?: ```

[GitHub] [incubator-tvm] masahi commented on pull request #5627: Label Pattern Partitions

2020-05-20 Thread GitBox
masahi commented on pull request #5627: URL: https://github.com/apache/incubator-tvm/pull/5627#issuecomment-631739239 See this PR https://github.com/apache/incubator-tvm/pull/4905 This is an automated message from the Apache

[GitHub] [incubator-tvm] mbrookhart commented on pull request #5627: Label Pattern Partitions

2020-05-20 Thread GitBox
mbrookhart commented on pull request #5627: URL: https://github.com/apache/incubator-tvm/pull/5627#issuecomment-631737061 @masahi Made that change. It doesn't seem to be possible to access the constant name from python?

[GitHub] [incubator-tvm] mbrookhart opened a new pull request #5637: Extend AttrPattern to support CallNode and FunctionNode attributes

2020-05-20 Thread GitBox
mbrookhart opened a new pull request #5637: URL: https://github.com/apache/incubator-tvm/pull/5637 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] samwyi commented on pull request #5636: [RUNTIME][VULKAN] Seg fault in WorkspacePool's destructor (#5632)

2020-05-20 Thread GitBox
samwyi commented on pull request #5636: URL: https://github.com/apache/incubator-tvm/pull/5636#issuecomment-631709324 @tqchen, please review, thank you! This is an automated message from the Apache Git Service. To respond to

[GitHub] [incubator-tvm] samwyi opened a new pull request #5636: [RUNTIME][VULKAN] Seg fault in WorkspacePool's destructor (#5632)

2020-05-20 Thread GitBox
samwyi opened a new pull request #5636: URL: https://github.com/apache/incubator-tvm/pull/5636 * fixed this issue by changing WorkspacePool's destruction order https://github.com/apache/incubator-tvm/issues/5632 This

[GitHub] [incubator-tvm] mbrookhart commented on pull request #5627: Label Pattern Partitions

2020-05-20 Thread GitBox
mbrookhart commented on pull request #5627: URL: https://github.com/apache/incubator-tvm/pull/5627#issuecomment-631703600 @masahi Sure! That makes sense, I wasn't aware of the centralized location. Give me a bit, maybe request changes until I can get back to it?

[GitHub] [incubator-tvm] masahi edited a comment on pull request #5627: Label Pattern Partitions

2020-05-20 Thread GitBox
masahi edited a comment on pull request #5627: URL: https://github.com/apache/incubator-tvm/pull/5627#issuecomment-631693138 @mbrookhart Can you define this attribute in a public header? Since it will be looked up by backends like this

[GitHub] [incubator-tvm] masahi edited a comment on pull request #5627: Label Pattern Partitions

2020-05-20 Thread GitBox
masahi edited a comment on pull request #5627: URL: https://github.com/apache/incubator-tvm/pull/5627#issuecomment-631693138 @mbrookhart Can you define this attribute on C++ side? Since it will be looked up by backends like this

[GitHub] [incubator-tvm] masahi commented on pull request #5627: Label Pattern Partitions

2020-05-20 Thread GitBox
masahi commented on pull request #5627: URL: https://github.com/apache/incubator-tvm/pull/5627#issuecomment-631693138 @mbrookhart Can you define this attribute on C++ side? Since it will be looked up by backends like this

[GitHub] [incubator-tvm] mbrookhart commented on pull request #5627: Label Pattern Partitions

2020-05-20 Thread GitBox
mbrookhart commented on pull request #5627: URL: https://github.com/apache/incubator-tvm/pull/5627#issuecomment-631678103 Changed the name of the tag :+1: This is an automated message from the Apache Git Service. To respond

[GitHub] [incubator-tvm] mbrookhart commented on a change in pull request #5627: Label Pattern Partitions

2020-05-20 Thread GitBox
mbrookhart commented on a change in pull request #5627: URL: https://github.com/apache/incubator-tvm/pull/5627#discussion_r428256923 ## File path: python/tvm/relay/dataflow_pattern/__init__.py ## @@ -112,21 +112,23 @@ def match(self, expr: Expr) -> bool: """

[GitHub] [incubator-tvm] mbrookhart commented on a change in pull request #5627: Label Pattern Partitions

2020-05-20 Thread GitBox
mbrookhart commented on a change in pull request #5627: URL: https://github.com/apache/incubator-tvm/pull/5627#discussion_r428257024 ## File path: python/tvm/relay/dataflow_pattern/__init__.py ## @@ -572,10 +574,12 @@ def partition(pattern: DFPattern, expr: Expr) -> Expr:

[GitHub] [incubator-tvm] mbrookhart commented on a change in pull request #5627: Label Pattern Partitions

2020-05-20 Thread GitBox
mbrookhart commented on a change in pull request #5627: URL: https://github.com/apache/incubator-tvm/pull/5627#discussion_r428252217 ## File path: src/relay/ir/dataflow_matcher.cc ## @@ -625,7 +674,13 @@ class PatternPartitioner : protected MixedModeMutator { for (size_t

[GitHub] [incubator-tvm] comaniac commented on a change in pull request #5627: Label Pattern Partitions

2020-05-20 Thread GitBox
comaniac commented on a change in pull request #5627: URL: https://github.com/apache/incubator-tvm/pull/5627#discussion_r428246339 ## File path: python/tvm/relay/dataflow_pattern/__init__.py ## @@ -112,21 +112,23 @@ def match(self, expr: Expr) -> bool: """

[GitHub] [incubator-tvm] masahi edited a comment on pull request #5627: Label Pattern Partitions

2020-05-20 Thread GitBox
masahi edited a comment on pull request #5627: URL: https://github.com/apache/incubator-tvm/pull/5627#issuecomment-631665530 Given that there is also graph partitioning pass in BYOC workflow, where "partitioning" means different thing, could it be confusing if we add "Partitioned"

[GitHub] [incubator-tvm] masahi commented on pull request #5627: Label Pattern Partitions

2020-05-20 Thread GitBox
masahi commented on pull request #5627: URL: https://github.com/apache/incubator-tvm/pull/5627#issuecomment-631665530 Given that there is also graph partitioning pass in BYOC workflow, where "partitioning" means different thing, could it be confusing if we add "Partitioned" attribute

[GitHub] [incubator-tvm] masahi commented on a change in pull request #5627: Label Pattern Partitions

2020-05-20 Thread GitBox
masahi commented on a change in pull request #5627: URL: https://github.com/apache/incubator-tvm/pull/5627#discussion_r428238586 ## File path: src/relay/ir/dataflow_matcher.cc ## @@ -625,7 +674,13 @@ class PatternPartitioner : protected MixedModeMutator { for (size_t i =

[GitHub] [incubator-tvm] anijain2305 commented on pull request #5394: [TFLITE]Quantize & Dequantize op

2020-05-20 Thread GitBox
anijain2305 commented on pull request #5394: URL: https://github.com/apache/incubator-tvm/pull/5394#issuecomment-631650814 LGTM. I will leave the PR to FrozenGene to resolve his comment. This is an automated message from the

[GitHub] [incubator-tvm] vinx13 opened a new pull request #5635: Fix typo in test script

2020-05-20 Thread GitBox
vinx13 opened a new pull request #5635: URL: https://github.com/apache/incubator-tvm/pull/5635 @tqchen 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] tqchen commented on a change in pull request #5601: [TVM Core] Add bfloat16

2020-05-20 Thread GitBox
tqchen commented on a change in pull request #5601: URL: https://github.com/apache/incubator-tvm/pull/5601#discussion_r428114225 ## File path: src/target/llvm/codegen_llvm.cc ## @@ -555,12 +558,48 @@ void CodeGenLLVM::CreateSerialFor(llvm::Value* begin, llvm::Value* end,

[GitHub] [incubator-tvm] tqchen commented on a change in pull request #5601: [TVM Core] Add bfloat16

2020-05-20 Thread GitBox
tqchen commented on a change in pull request #5601: URL: https://github.com/apache/incubator-tvm/pull/5601#discussion_r428113769 ## File path: include/tvm/runtime/c_runtime_api.h ## @@ -114,6 +114,7 @@ typedef enum { kTVMNNVMLast = 20U, // The following section of code

[GitHub] [incubator-tvm] zhiics commented on pull request #5616: [RELAY][BYOC] Fix the creation of tuple of tuples in PartitionGraph

2020-05-20 Thread GitBox
zhiics commented on pull request #5616: URL: https://github.com/apache/incubator-tvm/pull/5616#issuecomment-631547984 Thanks @manupa-arm @masahi @comaniac @mbaret This is an automated message from the Apache Git Service. To

[incubator-tvm] branch master updated (d8b185c -> c286b2d)

2020-05-20 Thread zhic
This is an automated email from the ASF dual-hosted git repository. zhic pushed a change to branch master in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. from d8b185c [DOCS] Move the api docs to the api subfolder (#5626) add c286b2d [RELAY][BYOC] Fix the creation

[GitHub] [incubator-tvm] zhiics merged pull request #5616: [RELAY][BYOC] Fix the creation of tuple of tuples in PartitionGraph

2020-05-20 Thread GitBox
zhiics merged pull request #5616: URL: https://github.com/apache/incubator-tvm/pull/5616 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

[GitHub] [incubator-tvm] tqchen commented on issue #5632: [RUNTIME][VULKAN] Seg fault in WorkspacePool's destructor

2020-05-20 Thread GitBox
tqchen commented on issue #5632: URL: https://github.com/apache/incubator-tvm/issues/5632#issuecomment-631528758 The proposal sounds good, feel free to send a PR. This is an automated message from the Apache Git Service. To

[GitHub] [incubator-tvm] tqchen edited a comment on pull request #5236: [WIP][TVM][.NET] Introduce TVM.NET project

2020-05-20 Thread GitBox
tqchen edited a comment on pull request #5236: URL: https://github.com/apache/incubator-tvm/pull/5236#issuecomment-631521753 Please be patient. Careful code reveiws takes time and they are as valuable, if not more valuable than the contribution itself. We certainly need more eyes for a

[GitHub] [incubator-tvm] tqchen edited a comment on pull request #5236: [WIP][TVM][.NET] Introduce TVM.NET project

2020-05-20 Thread GitBox
tqchen edited a comment on pull request #5236: URL: https://github.com/apache/incubator-tvm/pull/5236#issuecomment-631521753 Please be patient. Careful code reveiws takes time and in many time sthey are as valuable, if not more valuable than the contribution itself. We certainly need

[GitHub] [incubator-tvm] tqchen commented on pull request #5236: [WIP][TVM][.NET] Introduce TVM.NET project

2020-05-20 Thread GitBox
tqchen commented on pull request #5236: URL: https://github.com/apache/incubator-tvm/pull/5236#issuecomment-631521753 Please be patient. Careful code reveiws takes time and in many time sthey are as valuable, if not more valuable than the contribution itself. One way to help review

[GitHub] [incubator-tvm] ANSHUMAN87 commented on pull request #5236: [WIP][TVM][.NET] Introduce TVM.NET project

2020-05-20 Thread GitBox
ANSHUMAN87 commented on pull request #5236: URL: https://github.com/apache/incubator-tvm/pull/5236#issuecomment-631500869 @tqchen : I think i have reworked on all your comments now. With the new string marshaling approach, i believe now it is more modular. Can you please take a look, and

[GitHub] [incubator-tvm] kazum opened a new pull request #5634: [CODEGEN][CONTRIB] CoreML codegen

2020-05-20 Thread GitBox
kazum opened a new pull request #5634: URL: https://github.com/apache/incubator-tvm/pull/5634 This PR implements CoreML codegen using the BYOC feature and enables us to offload subgraphs to Appleā€™s Neural Engine on iOS devices. - The CoreML codegen is implemented with Python

[GitHub] [incubator-tvm] manupa-arm commented on a change in pull request #5616: [RELAY][BYOC] Fix the creation of tuple of tuples in PartitionGraph

2020-05-20 Thread GitBox
manupa-arm commented on a change in pull request #5616: URL: https://github.com/apache/incubator-tvm/pull/5616#discussion_r427938614 ## File path: src/relay/transforms/partition_graph.cc ## @@ -404,21 +404,88 @@ IRModule RemoveDefaultAnnotations(IRModule module) { return

[GitHub] [incubator-tvm] siju-samuel commented on pull request #5595: [TUTORIAL]TFLite QNN Tutorial

2020-05-20 Thread GitBox
siju-samuel commented on pull request #5595: URL: https://github.com/apache/incubator-tvm/pull/5595#issuecomment-631406248 @anijain2305 @masahi Please help to review and merge this PR. TIA This is an automated message from

[GitHub] [incubator-tvm] siju-samuel commented on pull request #5394: [TFLITE]Quantize & Dequantize op

2020-05-20 Thread GitBox
siju-samuel commented on pull request #5394: URL: https://github.com/apache/incubator-tvm/pull/5394#issuecomment-631405877 @FrozenGene @masahi @anijain2305 Please help to review and merge this PR. TIA. This is an automated

[GitHub] [incubator-tvm] siju-samuel opened a new pull request #5633: [RELAY][PYTORCH]Resize3d, Upsample3d op support

2020-05-20 Thread GitBox
siju-samuel opened a new pull request #5633: URL: https://github.com/apache/incubator-tvm/pull/5633 - Resize3d implementation in relay - aten::upsample_trilinear3d - aten::upsample_nearest3d @masahi please help me to review this PR. TIA.

[GitHub] [incubator-tvm] Shawn-Inspur commented on a change in pull request #5600: [TOPI] Improve CUDA softmax scheduling

2020-05-20 Thread GitBox
Shawn-Inspur commented on a change in pull request #5600: URL: https://github.com/apache/incubator-tvm/pull/5600#discussion_r427832441 ## File path: topi/python/topi/cuda/softmax.py ## @@ -53,13 +54,62 @@ def schedule_softmax(outs): raise ValueError('Tag is expected

[GitHub] [incubator-tvm] samwyi opened a new issue #5632: [RUNTIME][VULKAN] Seg fault in WorkspacePool's destructor

2020-05-20 Thread GitBox
samwyi opened a new issue #5632: URL: https://github.com/apache/incubator-tvm/issues/5632 **Problem:** When VulkanThreadEntry is destructed, its member "streams_" is destructed before "pool" (members are destructed in reverse order of their appearance in class definition). pool's

[GitHub] [incubator-tvm] Menooker commented on a change in pull request #5601: [TVM Core] Add bfloat16

2020-05-20 Thread GitBox
Menooker commented on a change in pull request #5601: URL: https://github.com/apache/incubator-tvm/pull/5601#discussion_r427761508 ## File path: include/tvm/runtime/c_runtime_api.h ## @@ -114,6 +114,7 @@ typedef enum { kTVMNNVMLast = 20U, // The following section of code