[GitHub] [incubator-tvm] areusch opened a new pull request #6334: µTVM RPC server and Part 1 of AutoTVM compilation infrastructure

areusch opened a new pull request #6334: URL: https://github.com/apache/incubator-tvm/pull/6334 RFCs forthcoming when this is promoted from draft; sending to CI This is an automated message from the Apache Git Service. To

[GitHub] [incubator-tvm] bgchun commented on issue #6332: [VOTE] Apache TVM Graduation

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[GitHub] [incubator-tvm] tnachen commented on issue #6332: [VOTE] Apache TVM Graduation

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[GitHub] [incubator-tvm] yongwww commented on pull request #6316: Dynamic Strided Slice

yongwww commented on pull request #6316: URL: https://github.com/apache/incubator-tvm/pull/6316#issuecomment-678923160 cc @kevinthesun @zhiics This is an automated message from the Apache Git Service. To respond to the

[GitHub] [incubator-tvm] jainris commented on a change in pull request #6303: [Relay/TOPI][TFLite] Implemented MATRIX_SET_DIAG Operator for Relay/TOPI and TFLite Frontend.

jainris commented on a change in pull request #6303: URL: https://github.com/apache/incubator-tvm/pull/6303#discussion_r475451513 ## File path: src/relay/op/tensor/transform.cc ## @@ -3093,5 +3093,55 @@ RELAY_REGISTER_OP("sparse_to_dense") .set_attr("FInferCorrectLayout",

[GitHub] [incubator-tvm] yongwww commented on pull request #6314: [Relay] Support for PyTorch Non-Maximum Suppression

yongwww commented on pull request #6314: URL: https://github.com/apache/incubator-tvm/pull/6314#issuecomment-678989458 @masahi please take another look This is an automated message from the Apache Git Service. To respond to

[GitHub] [incubator-tvm] zhanghaohit commented on pull request #6125: [VTA][OpenCL] add device_annot support in graphpack

zhanghaohit commented on pull request #6125: URL: https://github.com/apache/incubator-tvm/pull/6125#issuecomment-678934451 > To prevent accidental PR merged given that this depends on #6124, I'm setting it to "changes requested" @tmoreau89 Thanks for reviewing #6124. Shall we start

[GitHub] [incubator-tvm] jcf94 commented on a change in pull request #6310: [Ansor][AutoTVM v2.0] Phase 2: Evolutionary Search

jcf94 commented on a change in pull request #6310: URL: https://github.com/apache/incubator-tvm/pull/6310#discussion_r475529798 ## File path: src/auto_scheduler/search_policy/sketch_policy_rules.cc ## @@ -580,5 +580,254 @@ InitPopulationRule::ResultKind

[GitHub] [incubator-tvm] mbaret commented on pull request #6303: [Relay/TOPI][TFLite] Implemented MATRIX_SET_DIAG Operator for Relay/TOPI and TFLite Frontend.

mbaret commented on pull request #6303: URL: https://github.com/apache/incubator-tvm/pull/6303#issuecomment-679000879 Also cc @siju-samuel This is an automated message from the Apache Git Service. To respond to the message,

[incubator-tvm] branch master updated (f34e3a8 -> b1f8f15)

This is an automated email from the ASF dual-hosted git repository. zhaowu pushed a change to branch master in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. from f34e3a8 [RUNTIME][FFI] Fix cython FFI compact with np.int64 (#6321) add b1f8f15 [Ansor][AutoTVM v2.0]

[GitHub] [incubator-tvm] FrozenGene commented on pull request #6269: [Ansor][AutoTVM v2.0] Phase 2: Basic GPU Sketch Search Policy

FrozenGene commented on pull request #6269: URL: https://github.com/apache/incubator-tvm/pull/6269#issuecomment-679054471 Thanks @jcf94 @merrymercy @comaniac merged This is an automated message from the Apache Git Service.

[GitHub] [incubator-tvm] FrozenGene merged pull request #6269: [Ansor][AutoTVM v2.0] Phase 2: Basic GPU Sketch Search Policy

FrozenGene merged pull request #6269: URL: https://github.com/apache/incubator-tvm/pull/6269 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

[GitHub] [incubator-tvm] jcf94 commented on a change in pull request #6269: [Ansor][AutoTVM v2.0] Phase 2: Basic GPU Sketch Search Policy

jcf94 commented on a change in pull request #6269: URL: https://github.com/apache/incubator-tvm/pull/6269#discussion_r475519006 ## File path: src/auto_scheduler/search_policy/sketch_policy_rules.h ## @@ -73,84 +73,51 @@ class SketchGenerationRule {

[GitHub] [incubator-tvm] mbaret commented on a change in pull request #6303: [Relay/TOPI][TFLite] Implemented MATRIX_SET_DIAG Operator for Relay/TOPI and TFLite Frontend.

mbaret commented on a change in pull request #6303: URL: https://github.com/apache/incubator-tvm/pull/6303#discussion_r475439237 ## File path: tests/python/frontend/tflite/test_forward.py ## @@ -2652,6 +2652,77 @@ def test_forward_reverse_v2(): _test_reverse_v2((5, 6,

[GitHub] [incubator-tvm] kazum commented on pull request #6278: [Frontend][Relay] Keras softmax and prelu fix under NHWC

kazum commented on pull request #6278: URL: https://github.com/apache/incubator-tvm/pull/6278#issuecomment-679000202 @domin1985 The change looks good. Could you rebase against the master to trigger the CI? This is an

[GitHub] [incubator-tvm] roastduck commented on a change in pull request #6238: [TIR][Transform]Block scope hoisting added

roastduck commented on a change in pull request #6238: URL: https://github.com/apache/incubator-tvm/pull/6238#discussion_r475371697 ## File path: python/tvm/driver/build_module.py ## @@ -181,7 +181,7 @@ def lower(sch, tvm.tir.transform.BF16Legalize(),

[GitHub] [incubator-tvm] leandron commented on pull request #6279: [BYOC][ACL] Enable remote device via environment variables

leandron commented on pull request #6279: URL: https://github.com/apache/incubator-tvm/pull/6279#issuecomment-679113518 I was thinking about something along the lines: ``` Device.load("some_file.json") # populates the class ```

[GitHub] [incubator-tvm] jainris commented on a change in pull request #6303: [Relay/TOPI][TFLite] Implemented MATRIX_SET_DIAG Operator for Relay/TOPI and TFLite Frontend.

jainris commented on a change in pull request #6303: URL: https://github.com/apache/incubator-tvm/pull/6303#discussion_r475643471 ## File path: tests/python/frontend/tflite/test_forward.py ## @@ -2652,6 +2652,77 @@ def test_forward_reverse_v2(): _test_reverse_v2((5,

[GitHub] [incubator-tvm] MarisaKirisame commented on pull request #5881: [Relay] Mutual Recursion Support

MarisaKirisame commented on pull request #5881: URL: https://github.com/apache/incubator-tvm/pull/5881#issuecomment-679084125 Please rebase. This is an automated message from the Apache Git Service. To respond to the

[GitHub] [incubator-tvm] lhutton1 commented on a change in pull request #6279: [BYOC][ACL] Enable remote device via environment variables

lhutton1 commented on a change in pull request #6279: URL: https://github.com/apache/incubator-tvm/pull/6279#discussion_r475579450 ## File path: tests/python/contrib/test_arm_compute_lib/infrastructure.py ## @@ -25,15 +26,56 @@ from tvm.contrib import graph_runtime from

[GitHub] [incubator-tvm] lhutton1 commented on a change in pull request #6279: [BYOC][ACL] Enable remote device via environment variables

lhutton1 commented on a change in pull request #6279: URL: https://github.com/apache/incubator-tvm/pull/6279#discussion_r475579450 ## File path: tests/python/contrib/test_arm_compute_lib/infrastructure.py ## @@ -25,15 +26,56 @@ from tvm.contrib import graph_runtime from

[GitHub] [incubator-tvm] masahi commented on a change in pull request #6327: [OpFusion] Make the max number of fused ops configurable

masahi commented on a change in pull request #6327: URL: https://github.com/apache/incubator-tvm/pull/6327#discussion_r475603574 ## File path: src/relay/transforms/fuse_ops.cc ## @@ -83,6 +83,8 @@ constexpr uint32_t kMaxFusedOps = 256; static const Op& stop_fusion_op =

[GitHub] [incubator-tvm] masahi commented on pull request #6314: [Relay] Support for PyTorch Non-Maximum Suppression

masahi commented on pull request #6314: URL: https://github.com/apache/incubator-tvm/pull/6314#issuecomment-679122047 Thanks @yongwww @kevinthesun @zhiics This is an automated message from the Apache Git Service. To respond

[GitHub] [incubator-tvm] masahi merged pull request #6314: [Relay] Support for PyTorch Non-Maximum Suppression

masahi merged pull request #6314: URL: https://github.com/apache/incubator-tvm/pull/6314 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 (b1f8f15 -> 37cbbd7)

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 b1f8f15 [Ansor][AutoTVM v2.0] Phase 2: Basic GPU Sketch Search Policy (#6269) add 37cbbd7 [Relay]

[GitHub] [incubator-tvm] tqchen commented on a change in pull request #6327: [OpFusion] Make the max number of fused ops configurable

tqchen commented on a change in pull request #6327: URL: https://github.com/apache/incubator-tvm/pull/6327#discussion_r475599518 ## File path: src/relay/transforms/fuse_ops.cc ## @@ -83,6 +83,8 @@ constexpr uint32_t kMaxFusedOps = 256; static const Op& stop_fusion_op =

[GitHub] [incubator-tvm] siju-samuel commented on a change in pull request #6303: [Relay/TOPI][TFLite] Implemented MATRIX_SET_DIAG Operator for Relay/TOPI and TFLite Frontend.

siju-samuel commented on a change in pull request #6303: URL: https://github.com/apache/incubator-tvm/pull/6303#discussion_r475647341 ## File path: src/relay/op/tensor/transform.cc ## @@ -3093,5 +3093,55 @@ RELAY_REGISTER_OP("sparse_to_dense")

[GitHub] [incubator-tvm] leandron commented on a change in pull request #6279: [BYOC][ACL] Enable remote device via environment variables

leandron commented on a change in pull request #6279: URL: https://github.com/apache/incubator-tvm/pull/6279#discussion_r475585124 ## File path: tests/python/contrib/test_arm_compute_lib/infrastructure.py ## @@ -25,15 +26,56 @@ from tvm.contrib import graph_runtime from

[GitHub] [incubator-tvm] leandron removed a comment on pull request #6279: [BYOC][ACL] Enable remote device via environment variables

leandron removed a comment on pull request #6279: URL: https://github.com/apache/incubator-tvm/pull/6279#issuecomment-679113518 I was thinking about something along the lines: ``` Device.load("some_file.json") # populates the class ```

[GitHub] [incubator-tvm] leandron commented on a change in pull request #6279: [BYOC][ACL] Enable remote device via environment variables

leandron commented on a change in pull request #6279: URL: https://github.com/apache/incubator-tvm/pull/6279#discussion_r475560707 ## File path: tests/python/contrib/test_arm_compute_lib/infrastructure.py ## @@ -25,15 +26,56 @@ from tvm.contrib import graph_runtime from

[GitHub] [incubator-tvm] Wheest commented on a change in pull request #6137: Better grouped convolution for CPU targets

Wheest commented on a change in pull request #6137: URL: https://github.com/apache/incubator-tvm/pull/6137#discussion_r475536419 ## File path: topi/python/topi/arm_cpu/group_conv2d.py ## @@ -0,0 +1,310 @@ +import tvm +from tvm import autotvm +from tvm import te +from ..util

[GitHub] [incubator-tvm] MarisaKirisame commented on a change in pull request #5881: [Relay] Mutual Recursion Support

MarisaKirisame commented on a change in pull request #5881: URL: https://github.com/apache/incubator-tvm/pull/5881#discussion_r475539746 ## File path: src/relay/analysis/type_solver.h ## @@ -65,6 +65,9 @@ class TypeSolver { public: TypeSolver(const GlobalVar&

[GitHub] [incubator-tvm] MarisaKirisame commented on a change in pull request #6238: [TIR][Transform]Block scope hoisting added

MarisaKirisame commented on a change in pull request #6238: URL: https://github.com/apache/incubator-tvm/pull/6238#discussion_r475549695 ## File path: python/tvm/tir/transform/transform.py ## @@ -500,11 +500,19 @@ def VerifyMemory(): """ return

[GitHub] [incubator-tvm] giuseros commented on a change in pull request #6117: Use auto-tuner to improve conv2d_gemm performance

giuseros commented on a change in pull request #6117: URL: https://github.com/apache/incubator-tvm/pull/6117#discussion_r475669627 ## File path: python/tvm/topi/arm_cpu/conv2d_int8.py ## @@ -142,6 +142,7 @@ def schedule_conv2d_NHWC_quantized(cfg, outs): n, h, w, c =

[GitHub] [incubator-tvm] hgt312 commented on issue #3879: Cast from float16 to uint8 was not supported by CUDA

hgt312 commented on issue #3879: URL: https://github.com/apache/incubator-tvm/issues/3879#issuecomment-679203498 What is the current status of this issue? Does some one working on it? This is an automated message from the

[GitHub] [incubator-tvm] hypercubestart commented on a change in pull request #5881: [Relay] Mutual Recursion Support

hypercubestart commented on a change in pull request #5881: URL: https://github.com/apache/incubator-tvm/pull/5881#discussion_r475802507 ## File path: src/relay/transforms/type_infer.cc ## @@ -109,6 +134,44 @@ class TypeInferencer : private ExprFunctor, // inference the

[GitHub] [incubator-tvm] comaniac commented on a change in pull request #6310: [Ansor][AutoTVM v2.0] Phase 2: Evolutionary Search

comaniac commented on a change in pull request #6310: URL: https://github.com/apache/incubator-tvm/pull/6310#discussion_r475802287 ## File path: src/auto_scheduler/search_policy/sketch_policy_rules.cc ## @@ -580,5 +580,254 @@ InitPopulationRule::ResultKind

[GitHub] [incubator-tvm] hypercubestart commented on a change in pull request #5881: [Relay] Mutual Recursion Support

hypercubestart commented on a change in pull request #5881: URL: https://github.com/apache/incubator-tvm/pull/5881#discussion_r475825103 ## File path: src/relay/op/type_relations.cc ## @@ -126,6 +126,7 @@ bool BroadcastCompRel(const Array& types, int num_inputs, const Attrs&

[GitHub] [incubator-tvm] hypercubestart commented on a change in pull request #5881: [Relay] Mutual Recursion Support

hypercubestart commented on a change in pull request #5881: URL: https://github.com/apache/incubator-tvm/pull/5881#discussion_r475824761 ## File path: src/relay/transforms/type_infer.cc ## @@ -86,6 +86,31 @@ struct ResolvedTypeInfo { Array type_args =

[GitHub] [incubator-tvm] ANSHUMAN87 commented on a change in pull request #6238: [TIR][Transform]Block scope hoisting added

ANSHUMAN87 commented on a change in pull request #6238: URL: https://github.com/apache/incubator-tvm/pull/6238#discussion_r475818271 ## File path: tests/python/unittest/test_tir_transform_hoist_if.py ## @@ -255,6 +259,488 @@ def test_multi_if():

[GitHub] [incubator-tvm] tkonolige opened a new pull request #6331: [TESTS] Refactor tests to run on either the GPU or CPU

tkonolige opened a new pull request #6331: URL: https://github.com/apache/incubator-tvm/pull/6331 Much of the time spent in testing is duplicated work between CPU and GPU test nodes. The main reason is that there is no way to control which TVM devices are enabled at runtime, so tests that

[GitHub] [incubator-tvm] ANSHUMAN87 commented on a change in pull request #6238: [TIR][Transform]Block scope hoisting added

ANSHUMAN87 commented on a change in pull request #6238: URL: https://github.com/apache/incubator-tvm/pull/6238#discussion_r475821907 ## File path: python/tvm/driver/build_module.py ## @@ -181,7 +181,7 @@ def lower(sch, tvm.tir.transform.BF16Legalize(),

[GitHub] [incubator-tvm] junrushao1994 commented on a change in pull request #6326: [Relay] Make check stricter by using Feature.

junrushao1994 commented on a change in pull request #6326: URL: https://github.com/apache/incubator-tvm/pull/6326#discussion_r475821511 ## File path: tests/python/relay/test_pass_merge_composite.py ## @@ -999,14 +1000,4 @@ def _check_type_false(extract): if __name__ ==

[GitHub] [incubator-tvm] hypercubestart commented on a change in pull request #5881: [Relay] Mutual Recursion Support

hypercubestart commented on a change in pull request #5881: URL: https://github.com/apache/incubator-tvm/pull/5881#discussion_r475823330 ## File path: tests/python/relay/test_type_infer.py ## @@ -362,6 +365,147 @@ def test_let_polymorphism(): int32 = relay.TensorType((),

[GitHub] [incubator-tvm] hypercubestart commented on a change in pull request #5881: [Relay] Mutual Recursion Support

hypercubestart commented on a change in pull request #5881: URL: https://github.com/apache/incubator-tvm/pull/5881#discussion_r475823726 ## File path: src/relay/analysis/type_solver.h ## @@ -65,6 +65,9 @@ class TypeSolver { public: TypeSolver(const GlobalVar&

[GitHub] [incubator-tvm] hypercubestart commented on a change in pull request #5881: [Relay] Mutual Recursion Support

hypercubestart commented on a change in pull request #5881: URL: https://github.com/apache/incubator-tvm/pull/5881#discussion_r475823330 ## File path: tests/python/relay/test_type_infer.py ## @@ -362,6 +365,147 @@ def test_let_polymorphism(): int32 = relay.TensorType((),

[GitHub] [incubator-tvm] ANSHUMAN87 commented on a change in pull request #6238: [TIR][Transform]Block scope hoisting added

ANSHUMAN87 commented on a change in pull request #6238: URL: https://github.com/apache/incubator-tvm/pull/6238#discussion_r475800494 ## File path: src/tir/transforms/hoist_if_then_else.cc ## @@ -93,11 +112,33 @@ using HoistForIfTuple = std::tuple; *if (likely(j >

[GitHub] [incubator-tvm] mbrookhart commented on a change in pull request #6316: Dynamic Strided Slice

mbrookhart commented on a change in pull request #6316: URL: https://github.com/apache/incubator-tvm/pull/6316#discussion_r475819380 ## File path: python/tvm/relay/op/_transform.py ## @@ -165,6 +138,8 @@ def _strided_slice_shape_func_input_shape(data_shape, begin, end,

[GitHub] [incubator-tvm] jainris commented on a change in pull request #6303: [Relay/TOPI][TFLite] Implemented MATRIX_SET_DIAG Operator for Relay/TOPI and TFLite Frontend.

jainris commented on a change in pull request #6303: URL: https://github.com/apache/incubator-tvm/pull/6303#discussion_r475695170 ## File path: src/relay/op/tensor/transform.cc ## @@ -3093,5 +3093,55 @@ RELAY_REGISTER_OP("sparse_to_dense") .set_attr("FInferCorrectLayout",

[GitHub] [incubator-tvm] mbrookhart commented on a change in pull request #6316: Dynamic Strided Slice

mbrookhart commented on a change in pull request #6316: URL: https://github.com/apache/incubator-tvm/pull/6316#discussion_r475751392 ## File path: src/relay/op/tensor/transform.cc ## @@ -2069,12 +2070,11 @@ bool StridedSliceRel(const Array& types, int num_inputs, const Attrs&

[GitHub] [incubator-tvm] mbrookhart commented on a change in pull request #6316: Dynamic Strided Slice

mbrookhart commented on a change in pull request #6316: URL: https://github.com/apache/incubator-tvm/pull/6316#discussion_r475750902 ## File path: python/tvm/relay/op/transform.py ## @@ -827,13 +828,17 @@ def strided_slice(data, begin, end, strides=None, slice_mode="end"):

[GitHub] [incubator-tvm] videetparekh opened a new issue #6330: [WASM] Cannot find global function runtime.SystemLib

videetparekh opened a new issue #6330: URL: https://github.com/apache/incubator-tvm/issues/6330 ### Issue While trying to load a wasm file into TVM web runtime, I get: ``` Error: Cannot find global function runtime.SystemLib Error: Cannot find global function

[GitHub] [incubator-tvm] comaniac commented on a change in pull request #6279: [BYOC][ACL] Enable remote device via environment variables

comaniac commented on a change in pull request #6279: URL: https://github.com/apache/incubator-tvm/pull/6279#discussion_r475776056 ## File path: tests/python/contrib/test_arm_compute_lib/infrastructure.py ## @@ -99,6 +95,24 @@ def _get_remote(cls): return device +

[GitHub] [incubator-tvm] junrushao1994 commented on pull request #6326: [Relay] Make check stricter by using Feature.

junrushao1994 commented on pull request #6326: URL: https://github.com/apache/incubator-tvm/pull/6326#issuecomment-679209084 Please ping me when this PR is ready for review :-) This is an automated message from the Apache

[GitHub] [incubator-tvm] MarisaKirisame commented on pull request #6326: [Relay] Make check stricter by using Feature.

MarisaKirisame commented on pull request #6326: URL: https://github.com/apache/incubator-tvm/pull/6326#issuecomment-679258085 @junrushao1994 it is. I am trying to fix the ci though. This is an automated message from the

[GitHub] [incubator-tvm] yongwww commented on a change in pull request #6316: Dynamic Strided Slice

yongwww commented on a change in pull request #6316: URL: https://github.com/apache/incubator-tvm/pull/6316#discussion_r475359181 ## File path: python/tvm/relay/op/transform.py ## @@ -827,13 +828,17 @@ def strided_slice(data, begin, end, strides=None, slice_mode="end"):

[GitHub] [incubator-tvm] mbrookhart commented on pull request #6316: Dynamic Strided Slice

mbrookhart commented on pull request #6316: URL: https://github.com/apache/incubator-tvm/pull/6316#issuecomment-679382342 I don't think so, it's already targeting the dynamic op ``` # squeeze the two outputs of nms for strided_slice size =

[GitHub] [incubator-tvm] electriclilies commented on issue #6332: [VOTE] Apache TVM Graduation

electriclilies commented on issue #6332: URL: https://github.com/apache/incubator-tvm/issues/6332#issuecomment-679387753 +1 (non-binding) This is an automated message from the Apache Git Service. To respond to the

[GitHub] [incubator-tvm] jroesch commented on issue #6332: [VOTE] Apache TVM Graduation

jroesch commented on issue #6332: URL: https://github.com/apache/incubator-tvm/issues/6332#issuecomment-679409069 +1 (binding) This is an automated message from the Apache Git Service. To respond to the message, please log

[GitHub] [incubator-tvm] zhiics commented on issue #6332: [VOTE] Apache TVM Graduation

zhiics commented on issue #6332: URL: https://github.com/apache/incubator-tvm/issues/6332#issuecomment-679418594 +1 (binding) This is an automated message from the Apache Git Service. To respond to the message, please log on

[GitHub] [incubator-tvm] hypercubestart commented on a change in pull request #5812: Bring Your Own Datatypes

hypercubestart commented on a change in pull request #5812: URL: https://github.com/apache/incubator-tvm/pull/5812#discussion_r475969594 ## File path: python/tvm/relay/frontend/change_datatype.py ## @@ -0,0 +1,88 @@ +# Licensed to the Apache Software Foundation (ASF) under one

[GitHub] [incubator-tvm] hypercubestart commented on a change in pull request #5881: [Relay] Mutual Recursion Support

hypercubestart commented on a change in pull request #5881: URL: https://github.com/apache/incubator-tvm/pull/5881#discussion_r475911255 ## File path: src/relay/op/type_relations.cc ## @@ -126,6 +126,7 @@ bool BroadcastCompRel(const Array& types, int num_inputs, const Attrs&

[GitHub] [incubator-tvm] hsaputra commented on issue #6332: [VOTE] Apache TVM Graduation

hsaputra commented on issue #6332: URL: https://github.com/apache/incubator-tvm/issues/6332#issuecomment-679385681 +1 (binding) This is an automated message from the Apache Git Service. To respond to the message, please log

[GitHub] [incubator-tvm] hsaputra commented on issue #6299: [DISCUSS][RFC] Apache TVM Graduation

hsaputra commented on issue #6299: URL: https://github.com/apache/incubator-tvm/issues/6299#issuecomment-679386711 Thanks, Tianqi. I think the community would love to have you the VP for the TVM as TLP. This is an

[GitHub] [incubator-tvm] hypercubestart commented on a change in pull request #5812: Bring Your Own Datatypes

hypercubestart commented on a change in pull request #5812: URL: https://github.com/apache/incubator-tvm/pull/5812#discussion_r475920138 ## File path: python/tvm/relay/frontend/change_datatype.py ## @@ -0,0 +1,88 @@ +# Licensed to the Apache Software Foundation (ASF) under one

[GitHub] [incubator-tvm] hypercubestart commented on a change in pull request #5812: Bring Your Own Datatypes

hypercubestart commented on a change in pull request #5812: URL: https://github.com/apache/incubator-tvm/pull/5812#discussion_r475922169 ## File path: python/tvm/relay/frontend/change_datatype.py ## @@ -0,0 +1,88 @@ +# Licensed to the Apache Software Foundation (ASF) under one

[GitHub] [incubator-tvm] areusch opened a new pull request #6333: Add docker/lint.sh, for running dockerized lint scripts locally

areusch opened a new pull request #6333: URL: https://github.com/apache/incubator-tvm/pull/6333 This PR adds a script that automates the process of running dockerized lint scripts locally, specifically: - consulting `Jenkinsfile` to determine which docker container to use -

[GitHub] [incubator-tvm] areusch commented on pull request #6333: Add docker/lint.sh, for running dockerized lint scripts locally

areusch commented on pull request #6333: URL: https://github.com/apache/incubator-tvm/pull/6333#issuecomment-679401382 @tqchen @jroesch @tmoreau89 This is an automated message from the Apache Git Service. To respond to the

[GitHub] [incubator-tvm] icemelon9 commented on a change in pull request #6293: [DYN][RELAY] Resize support for NCHW-convertible layouts

icemelon9 commented on a change in pull request #6293: URL: https://github.com/apache/incubator-tvm/pull/6293#discussion_r475940086 ## File path: python/tvm/relay/op/dyn/image/_image.py ## @@ -67,10 +57,19 @@ def resize_shape_func(attrs, inputs, _): Shape function for

[GitHub] [incubator-tvm] icemelon9 commented on issue #6332: [VOTE] Apache TVM Graduation

icemelon9 commented on issue #6332: URL: https://github.com/apache/incubator-tvm/issues/6332#issuecomment-679411683 +1 (binding) This is an automated message from the Apache Git Service. To respond to the message, please log

[GitHub] [incubator-tvm] hypercubestart commented on a change in pull request #5812: Bring Your Own Datatypes

hypercubestart commented on a change in pull request #5812: URL: https://github.com/apache/incubator-tvm/pull/5812#discussion_r475971136 ## File path: tests/python/unittest/test_custom_datatypes.py ## @@ -0,0 +1,396 @@ +# Licensed to the Apache Software Foundation (ASF) under

[GitHub] [incubator-tvm] cchung100m commented on issue #6332: [VOTE] Apache TVM Graduation

cchung100m commented on issue #6332: URL: https://github.com/apache/incubator-tvm/issues/6332#issuecomment-679468703 +1 (non-binding) This is an automated message from the Apache Git Service. To respond to the message,

[GitHub] [incubator-tvm] siju-samuel commented on issue #6332: [VOTE] Apache TVM Graduation

siju-samuel commented on issue #6332: URL: https://github.com/apache/incubator-tvm/issues/6332#issuecomment-679476915 +1 (non-binding) This is an automated message from the Apache Git Service. To respond to the message,

[GitHub] [incubator-tvm] jcf94 commented on a change in pull request #6310: [Ansor][AutoTVM v2.0] Phase 2: Evolutionary Search

jcf94 commented on a change in pull request #6310: URL: https://github.com/apache/incubator-tvm/pull/6310#discussion_r476106376 ## File path: tests/python/unittest/test_auto_scheduler_evolutionary_search.py ## @@ -0,0 +1,35 @@ +# Licensed to the Apache Software Foundation

[GitHub] [incubator-tvm] hypercubestart commented on a change in pull request #5812: Bring Your Own Datatypes

hypercubestart commented on a change in pull request #5812: URL: https://github.com/apache/incubator-tvm/pull/5812#discussion_r476113952 ## File path: src/arith/rewrite_simplify.cc ## @@ -460,7 +460,8 @@ PrimExpr RewriteSimplifier::Impl::VisitExpr_(const DivNode* op) {

[GitHub] [incubator-tvm] jcf94 commented on a change in pull request #6310: [Ansor][AutoTVM v2.0] Phase 2: Evolutionary Search

jcf94 commented on a change in pull request #6310: URL: https://github.com/apache/incubator-tvm/pull/6310#discussion_r476106376 ## File path: tests/python/unittest/test_auto_scheduler_evolutionary_search.py ## @@ -0,0 +1,35 @@ +# Licensed to the Apache Software Foundation

[GitHub] [incubator-tvm] hypercubestart commented on a change in pull request #5812: Bring Your Own Datatypes

hypercubestart commented on a change in pull request #5812: URL: https://github.com/apache/incubator-tvm/pull/5812#discussion_r476142148 ## File path: src/arith/rewrite_simplify.cc ## @@ -460,7 +460,8 @@ PrimExpr RewriteSimplifier::Impl::VisitExpr_(const DivNode* op) {

[GitHub] [incubator-tvm] tqchen commented on a change in pull request #6331: [TESTS] Refactor tests to run on either the GPU or CPU

tqchen commented on a change in pull request #6331: URL: https://github.com/apache/incubator-tvm/pull/6331#discussion_r475851274 ## File path: tests/scripts/setup-pytest-env.sh ## @@ -26,5 +26,20 @@ else fi set -u +export TVM_TEST_DEVICES="" +while test $# -gt 0 +do +

[GitHub] [incubator-tvm] tqchen commented on issue #3879: Cast from float16 to uint8 was not supported by CUDA

tqchen commented on issue #3879: URL: https://github.com/apache/incubator-tvm/issues/3879#issuecomment-679341931 @hgt312 feel free to take over, right now this issue has not been addressed This is an automated message from

[GitHub] [incubator-tvm] tkonolige commented on a change in pull request #6331: [TESTS] Refactor tests to run on either the GPU or CPU

tkonolige commented on a change in pull request #6331: URL: https://github.com/apache/incubator-tvm/pull/6331#discussion_r475871867 ## File path: Jenkinsfile ## @@ -202,8 +202,8 @@ stage('Unit Test') { unpack_lib('gpu', tvm_multilib) timeout(time: max_time,

[GitHub] [incubator-tvm] hypercubestart commented on a change in pull request #5812: Bring Your Own Datatypes

hypercubestart commented on a change in pull request #5812: URL: https://github.com/apache/incubator-tvm/pull/5812#discussion_r475874742 ## File path: 3rdparty/posit/posit-wrapper.cc ## @@ -0,0 +1,211 @@ +#include + +#include + +#include "universal/posit/posit.hpp" +// must

[GitHub] [incubator-tvm] tkonolige commented on a change in pull request #6331: [TESTS] Refactor tests to run on either the GPU or CPU

tkonolige commented on a change in pull request #6331: URL: https://github.com/apache/incubator-tvm/pull/6331#discussion_r475884123 ## File path: python/tvm/testing.py ## @@ -285,4 +288,105 @@ def _check_forward(constraints1, constraints2, varmap, backvarmap):

[GitHub] [incubator-tvm] tqchen commented on issue #6299: [DISCUSS][RFC] Apache TVM Graduation

tqchen commented on issue #6299: URL: https://github.com/apache/incubator-tvm/issues/6299#issuecomment-679357130 We also need a VP who handles the PMC's reporting to the board, I self nominate to serve that role for the community.

[GitHub] [incubator-tvm] tqchen commented on issue #6299: [DISCUSS][RFC] Apache TVM Graduation

tqchen commented on issue #6299: URL: https://github.com/apache/incubator-tvm/issues/6299#issuecomment-679359605 Thanks everyone for great discussions, here is the formal voting thread: - https://github.com/apache/incubator-tvm/issues/6299 -

[GitHub] [incubator-tvm] tqchen edited a comment on issue #6299: [DISCUSS][RFC] Apache TVM Graduation

tqchen edited a comment on issue #6299: URL: https://github.com/apache/incubator-tvm/issues/6299#issuecomment-679359605 Thanks everyone for great discussions, here is the formal voting thread: - #6332 -

[GitHub] [incubator-tvm] tqchen edited a comment on issue #6299: [DISCUSS][RFC] Apache TVM Graduation

tqchen edited a comment on issue #6299: URL: https://github.com/apache/incubator-tvm/issues/6299#issuecomment-679359605 Thanks everyone for great discussions, here is the formal voting thread: - https://github.com/apache/incubator-tvm/issues/6332 -

[GitHub] [incubator-tvm] junrushao1994 commented on issue #6332: [VOTE] Apache TVM Graduation

junrushao1994 commented on issue #6332: URL: https://github.com/apache/incubator-tvm/issues/6332#issuecomment-679370009 +1 (non-binding) Super excited!! This is an automated message from the Apache Git Service. To

[incubator-tvm] branch master updated (37cbbd7 -> 6b5176d)

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 37cbbd7 [Relay] Support for PyTorch Non-Maximum Suppression (#6314) add 6b5176d [OpFusion] Make the

[GitHub] [incubator-tvm] tqchen commented on pull request #6331: [TESTS] Refactor tests to run on either the GPU or CPU

tqchen commented on pull request #6331: URL: https://github.com/apache/incubator-tvm/pull/6331#issuecomment-679342371 It might also be helpful to send a quick RFC given that the change of test infra will affect quite a lot of people

[GitHub] [incubator-tvm] tqchen commented on pull request #6327: [OpFusion] Make the max number of fused ops configurable

tqchen commented on pull request #6327: URL: https://github.com/apache/incubator-tvm/pull/6327#issuecomment-679342779 Thanks @masahi @zhiics @junrushao1994 ! This is an automated message from the Apache Git Service. To

[GitHub] [incubator-tvm] tqchen merged pull request #6327: [OpFusion] Make the max number of fused ops configurable

tqchen merged pull request #6327: URL: https://github.com/apache/incubator-tvm/pull/6327 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] MarisaKirisame commented on a change in pull request #5881: [Relay] Mutual Recursion Support

MarisaKirisame commented on a change in pull request #5881: URL: https://github.com/apache/incubator-tvm/pull/5881#discussion_r475869124 ## File path: src/relay/op/type_relations.cc ## @@ -126,6 +126,7 @@ bool BroadcastCompRel(const Array& types, int num_inputs, const Attrs&

[GitHub] [incubator-tvm] tkonolige commented on pull request #6331: [TESTS] Refactor tests to run on either the GPU or CPU

tkonolige commented on pull request #6331: URL: https://github.com/apache/incubator-tvm/pull/6331#issuecomment-679343397 I agree that an RFC could be useful, but maybe I could just add information to the docs instead? This

[GitHub] [incubator-tvm] tkonolige commented on a change in pull request #6331: [TESTS] Refactor tests to run on either the GPU or CPU

tkonolige commented on a change in pull request #6331: URL: https://github.com/apache/incubator-tvm/pull/6331#discussion_r475877787 ## File path: python/tvm/_ffi/runtime_ctypes.py ## @@ -197,6 +199,10 @@ def _GetDeviceAttr(self, device_type, device_id, attr_id): @property

[GitHub] [incubator-tvm] icemelon9 commented on a change in pull request #6293: [DYN][RELAY] Resize support for NCHW-convertible layouts

icemelon9 commented on a change in pull request #6293: URL: https://github.com/apache/incubator-tvm/pull/6293#discussion_r475880977 ## File path: python/tvm/relay/op/dyn/image/_image.py ## @@ -67,10 +57,19 @@ def resize_shape_func(attrs, inputs, _): Shape function for

[GitHub] [incubator-tvm] tqchen opened a new issue #6332: [VOTE] Apache TVM Graduation

tqchen opened a new issue #6332: URL: https://github.com/apache/incubator-tvm/issues/6332 Dear Community: Thanks to everyone who participated in the discussion about graduation[1]. This is a formal voting thread for Apache TVM’s graduation. If this vote passes, the next step

[GitHub] [incubator-tvm] tmoreau89 commented on issue #6332: [VOTE] Apache TVM Graduation

tmoreau89 commented on issue #6332: URL: https://github.com/apache/incubator-tvm/issues/6332#issuecomment-679378081 +1 (binding) This is an automated message from the Apache Git Service. To respond to the message, please log

[GitHub] [incubator-tvm] electriclilies commented on a change in pull request #6316: Dynamic Strided Slice

electriclilies commented on a change in pull request #6316: URL: https://github.com/apache/incubator-tvm/pull/6316#discussion_r475909697 ## File path: python/tvm/relay/op/transform.py ## @@ -827,13 +828,17 @@ def strided_slice(data, begin, end, strides=None,

[GitHub] [incubator-tvm] masahi commented on pull request #6316: Dynamic Strided Slice

masahi commented on pull request #6316: URL: https://github.com/apache/incubator-tvm/pull/6316#issuecomment-679379965 @mbrookhart #6314 introduced another strided slice usage, you might need to update that too. This is an

[GitHub] [incubator-tvm] tqchen commented on a change in pull request #6331: [TESTS] Refactor tests to run on either the GPU or CPU

tqchen commented on a change in pull request #6331: URL: https://github.com/apache/incubator-tvm/pull/6331#discussion_r475843056 ## File path: python/tvm/testing.py ## @@ -285,4 +288,105 @@ def _check_forward(constraints1, constraints2, varmap, backvarmap):

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