junrushao1994 opened a new pull request #6347:
URL: https://github.com/apache/incubator-tvm/pull/6347
This PR uses target class to replace almost all the raw target strings in
all the codegen modules. It further helps with us migration towards a robost
JSON-like targets configuration, per
merrymercy commented on a change in pull request #6310:
URL: https://github.com/apache/incubator-tvm/pull/6310#discussion_r478134161
##
File path: src/auto_scheduler/search_policy/sketch_policy_rules.cc
##
@@ -908,7 +795,362 @@ InitPopulationRule::ResultKind
InitThreadBind::Ap
merrymercy commented on a change in pull request #6310:
URL: https://github.com/apache/incubator-tvm/pull/6310#discussion_r478134161
##
File path: src/auto_scheduler/search_policy/sketch_policy_rules.cc
##
@@ -908,7 +795,362 @@ InitPopulationRule::ResultKind
InitThreadBind::Ap
merrymercy commented on pull request #6310:
URL: https://github.com/apache/incubator-tvm/pull/6310#issuecomment-681532459
The test case looks good to me. The two remaining items:
1. Resolve my last comment
(https://github.com/apache/incubator-tvm/pull/6310#discussion_r478134161)
2. B
merrymercy commented on a change in pull request #6310:
URL: https://github.com/apache/incubator-tvm/pull/6310#discussion_r478134161
##
File path: src/auto_scheduler/search_policy/sketch_policy_rules.cc
##
@@ -908,7 +795,362 @@ InitPopulationRule::ResultKind
InitThreadBind::Ap
ZihengJiang commented on pull request #6125:
URL: https://github.com/apache/incubator-tvm/pull/6125#issuecomment-681502427
I am wondering whether VTA's graph annotation can be unified into the
relay's heterogeneous execution feature
ZihengJiang edited a comment on pull request #6125:
URL: https://github.com/apache/incubator-tvm/pull/6125#issuecomment-681502427
I am wondering whether VTA's graph annotation can be unified into the
relay's heterogeneous execution feature:
https://github.com/apache/incubator-tvm/issues/41
anilmartha commented on a change in pull request #6342:
URL: https://github.com/apache/incubator-tvm/pull/6342#discussion_r478112852
##
File path: docker/Dockerfile.ci_cpu
##
@@ -83,3 +83,7 @@ RUN bash /install/ubuntu_install_caffe.sh
# Github Arm(R) Ethos(TM)-N NPU driver
CO
zhanghaohit commented on a change in pull request #6126:
URL: https://github.com/apache/incubator-tvm/pull/6126#discussion_r478102076
##
File path: vta/runtime/runtime.cc
##
@@ -329,7 +442,7 @@ class BaseQueue {
// End location of current SRAM write in FIFO mode
uint32_t
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zhic 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 c958bc1 [BYOC][ACL] Improved pooling suppo
zhiics merged pull request #6248:
URL: https://github.com/apache/incubator-tvm/pull/6248
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zhiics commented on pull request #6248:
URL: https://github.com/apache/incubator-tvm/pull/6248#issuecomment-681340134
Thanks @lhutton1 @comaniac
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zhanghaohit commented on a change in pull request #6125:
URL: https://github.com/apache/incubator-tvm/pull/6125#discussion_r478050263
##
File path: python/tvm/relay/op/_tensor.py
##
@@ -87,6 +87,10 @@
register_broadcast_schedule("fast_exp")
register_broadcast_schedule("fast_t
FrozenGene commented on pull request #6206:
URL: https://github.com/apache/incubator-tvm/pull/6206#issuecomment-681321757
Thanks @fernchen It is merged now.
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FrozenGene merged pull request #6206:
URL: https://github.com/apache/incubator-tvm/pull/6206
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zhaowu 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 44d97ad [Caffe Frontend] introduce caffe
FrozenGene commented on pull request #6303:
URL: https://github.com/apache/incubator-tvm/pull/6303#issuecomment-681320486
Thanks @jainris @siju-samuel @mbaret it is merged. For the alignment, wish
@jainris could follow up, thanks!
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zhaowu 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 082f27e [Relay/TOPI][TFLite] Implemented
FrozenGene merged pull request #6303:
URL: https://github.com/apache/incubator-tvm/pull/6303
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tqchen merged pull request #6346:
URL: https://github.com/apache/incubator-tvm/pull/6346
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from c6dd26b Add `init` member to ReduceNode (#6138)
add f6d3cee [TESTS] add gpuonly tests for python unitte
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tqchen 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 c6dd26b Add `init` member to ReduceNode
tqchen commented on pull request #6138:
URL: https://github.com/apache/incubator-tvm/pull/6138#issuecomment-681300404
Thanks @quic-sanirudh ! this is now merged
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tqchen merged pull request #6138:
URL: https://github.com/apache/incubator-tvm/pull/6138
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masahi pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 4910c8c [MSVC] Make able to compile with MSVC (#6341)
add 415c088 ROCm changed name of library and remo
masahi merged pull request #6345:
URL: https://github.com/apache/incubator-tvm/pull/6345
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quic-sanirudh commented on pull request #6138:
URL: https://github.com/apache/incubator-tvm/pull/6138#issuecomment-681232652
I added the support for initializing with rfactor, but doesn't work with
crossthread_allreduce. I also added a few unit and compiled tests.
t-vi commented on pull request #6345:
URL: https://github.com/apache/incubator-tvm/pull/6345#issuecomment-681203248
Seems good to me. If we are giving up on pre-3.3 compat, I should also
remove the code object v3 workaround I introduced in the spring in favour of
3.5+. (I'll send a PR.)
hypercubestart commented on a change in pull request #5812:
URL: https://github.com/apache/incubator-tvm/pull/5812#discussion_r477713045
##
File path: 3rdparty/posit/posit-wrapper.cc
##
@@ -0,0 +1,211 @@
+#include
+
+#include
+
+#include "universal/posit/posit.hpp"
+// must g
hypercubestart commented on a change in pull request #5812:
URL: https://github.com/apache/incubator-tvm/pull/5812#discussion_r477713045
##
File path: 3rdparty/posit/posit-wrapper.cc
##
@@ -0,0 +1,211 @@
+#include
+
+#include
+
+#include "universal/posit/posit.hpp"
+// must g
tkonolige opened a new pull request #6346:
URL: https://github.com/apache/incubator-tvm/pull/6346
In preparation for #6331
@tqchen
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gussmith23 commented on a change in pull request #5812:
URL: https://github.com/apache/incubator-tvm/pull/5812#discussion_r477650626
##
File path: tests/python/unittest/test_custom_datatypes.py
##
@@ -0,0 +1,396 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+
gussmith23 commented on a change in pull request #5812:
URL: https://github.com/apache/incubator-tvm/pull/5812#discussion_r477648461
##
File path: python/tvm/target/datatype.py
##
@@ -135,8 +166,40 @@ def lower(op):
dtype = "uint" + str(t.bits)
if t.la
gussmith23 commented on a change in pull request #5812:
URL: https://github.com/apache/incubator-tvm/pull/5812#discussion_r477647304
##
File path: python/tvm/relay/frontend/change_datatype.py
##
@@ -0,0 +1,88 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# o
gussmith23 commented on a change in pull request #5812:
URL: https://github.com/apache/incubator-tvm/pull/5812#discussion_r477643995
##
File path: 3rdparty/posit/posit-wrapper.cc
##
@@ -0,0 +1,211 @@
+#include
+
+#include
+
+#include "universal/posit/posit.hpp"
+// must go af
gussmith23 commented on a change in pull request #5812:
URL: https://github.com/apache/incubator-tvm/pull/5812#discussion_r477642914
##
File path: 3rdparty/posit/posit-wrapper.cc
##
@@ -0,0 +1,211 @@
+#include
+
+#include
+
+#include "universal/posit/posit.hpp"
+// must go af
gussmith23 commented on pull request #5812:
URL: https://github.com/apache/incubator-tvm/pull/5812#issuecomment-681159395
Thanks all, will do!
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tkonolige commented on a change in pull request #6333:
URL: https://github.com/apache/incubator-tvm/pull/6333#discussion_r477618082
##
File path: tests/lint/clang_format.sh
##
@@ -0,0 +1,23 @@
+#!/bin/bash -e
+# Licensed to the Apache Software Foundation (ASF) under one
+# or m
tqchen commented on pull request #6331:
URL: https://github.com/apache/incubator-tvm/pull/6331#issuecomment-681146053
@tkonolige because uses the old Jenkinsfile (before it get merged). Please
try to send another PR to add `gpuonly_test` that redirects to the normal
integration test first,
mvermeulen commented on pull request #6345:
URL: https://github.com/apache/incubator-tvm/pull/6345#issuecomment-681141322
The new library name was introduced in ROCm 3.5. The old library name was
deleted in ROCm 3.7.
So this change makes ROCm 3.5 or later a requirement for mainline
tkonolige commented on pull request #6331:
URL: https://github.com/apache/incubator-tvm/pull/6331#issuecomment-681138755
@tqchen I think I've addressed all issues. Do I need to do something to have
Jenkins use the new Jenkinsfile?
--
masahi commented on pull request #6345:
URL: https://github.com/apache/incubator-tvm/pull/6345#issuecomment-681123947
Does this change make rocm 3.7 requirement for TVM? This is only for
confirmation, I'm +1 for tracking the latest release.
cc @t-vi
---
comaniac commented on a change in pull request #6342:
URL: https://github.com/apache/incubator-tvm/pull/6342#discussion_r477585350
##
File path: docker/Dockerfile.ci_cpu
##
@@ -83,3 +83,7 @@ RUN bash /install/ubuntu_install_caffe.sh
# Github Arm(R) Ethos(TM)-N NPU driver
COPY
mvermeulen opened a new pull request #6345:
URL: https://github.com/apache/incubator-tvm/pull/6345
Thanks for contributing to TVM! Please refer to guideline
https://tvm.apache.org/docs/contribute/ for useful information and tips. After
the pull request is submitted, please request code r
zhiics commented on a change in pull request #6337:
URL: https://github.com/apache/incubator-tvm/pull/6337#discussion_r477576510
##
File path: include/tvm/runtime/vm/bytecode.h
##
@@ -204,6 +207,13 @@ struct Instruction {
RegName tensor;
RegName newshape;
} r
zhiics commented on a change in pull request #6337:
URL: https://github.com/apache/incubator-tvm/pull/6337#discussion_r477576510
##
File path: include/tvm/runtime/vm/bytecode.h
##
@@ -204,6 +207,13 @@ struct Instruction {
RegName tensor;
RegName newshape;
} r
jtuyls commented on a change in pull request #6342:
URL: https://github.com/apache/incubator-tvm/pull/6342#discussion_r477572385
##
File path: docker/Dockerfile.ci_cpu
##
@@ -83,3 +83,7 @@ RUN bash /install/ubuntu_install_caffe.sh
# Github Arm(R) Ethos(TM)-N NPU driver
COPY i
hogepodge commented on pull request #5812:
URL: https://github.com/apache/incubator-tvm/pull/5812#issuecomment-681074598
At a high level, the docs organization is described in this discussion
thread.
https://discuss.tvm.ai/t/rfc-tvm-documentation-refactor/7456
It sounds like t
comaniac commented on a change in pull request #6335:
URL: https://github.com/apache/incubator-tvm/pull/6335#discussion_r477513822
##
File path: src/relay/backend/contrib/ethosn/codegen.cc
##
@@ -50,6 +50,16 @@ bool IsEthosnOp(const Call& call, const std::string&
op_name) {
slyubomirsky commented on pull request #5812:
URL: https://github.com/apache/incubator-tvm/pull/5812#issuecomment-681066725
> @slyubomirsky I heard from Zach that you have been looking into how
documentation is done in modern TVM. I need to document the datatypes
framework, which is distri
icemelon9 commented on a change in pull request #6337:
URL: https://github.com/apache/incubator-tvm/pull/6337#discussion_r477516283
##
File path: include/tvm/runtime/vm/bytecode.h
##
@@ -204,6 +207,13 @@ struct Instruction {
RegName tensor;
RegName newshape;
comaniac commented on pull request #6343:
URL: https://github.com/apache/incubator-tvm/pull/6343#issuecomment-681050745
cc @tmoreau89 @zhiics @masahi @tqchen @liangfu
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areusch commented on a change in pull request #6319:
URL: https://github.com/apache/incubator-tvm/pull/6319#discussion_r477498454
##
File path: src/runtime/crt/common/ndarray.c
##
@@ -76,7 +76,7 @@ int TVMNDArray_Load(TVMNDArray* ret, const char** strm) {
*strm += sizeof(ndi
areusch opened a new pull request #6344:
URL: https://github.com/apache/incubator-tvm/pull/6344
Some fixes to hopefully improve docker/bash.sh for use in local development:
* properly quote command-line arguments
* mount repo at $(pwd) by default; fixes problems when using git-work
areusch commented on pull request #6333:
URL: https://github.com/apache/incubator-tvm/pull/6333#issuecomment-681015505
I updated `pull_request.rst`, I don't know that the docker instructions
mention linting at all
This is an
areusch commented on a change in pull request #6333:
URL: https://github.com/apache/incubator-tvm/pull/6333#discussion_r477463878
##
File path: tests/python/unittest/test_filter_untracked.py
##
@@ -0,0 +1,178 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# o
jroesch merged pull request #6341:
URL: https://github.com/apache/incubator-tvm/pull/6341
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jroesch pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 942c90b [DYN][RELAY] Resize support for NCHW-convertible layouts
(#6293)
add 4910c8c [MSVC] Make able
jroesch commented on pull request #5812:
URL: https://github.com/apache/incubator-tvm/pull/5812#issuecomment-680991774
> @slyubomirsky I heard from Zach that you have been looking into how
documentation is done in modern TVM. I need to document the datatypes
framework, which is distributed
zhiics edited a comment on pull request #6337:
URL: https://github.com/apache/incubator-tvm/pull/6337#issuecomment-680989095
@mbrookhart Thanks for reminding, I just enabled all the dynamic op tests
except for level6 because topk has a problem for GPU which I have already had a
TODO in the
zhiics commented on pull request #6337:
URL: https://github.com/apache/incubator-tvm/pull/6337#issuecomment-680989095
@mbrookhart Thanks for reminding, I just enabled all they dynamic op tests
except for level6 because topk has a problem for GPU which I have already had a
TODO in the test_
zhiics commented on a change in pull request #6337:
URL: https://github.com/apache/incubator-tvm/pull/6337#discussion_r477431597
##
File path: python/tvm/relay/transform/memory_alloc.py
##
@@ -19,26 +19,45 @@
A pass for manifesting explicit memory allocations.
"""
import num
zhiics commented on pull request #6342:
URL: https://github.com/apache/incubator-tvm/pull/6342#issuecomment-680977561
cc @tqchen @tmoreau89
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mbrookhart commented on pull request #6316:
URL: https://github.com/apache/incubator-tvm/pull/6316#issuecomment-680967384
@yongwww @electriclilies Can you take another look?
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mbaret commented on pull request #6335:
URL: https://github.com/apache/incubator-tvm/pull/6335#issuecomment-680959658
cc @masahi @comaniac @zhiics @Leo-arm
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mbrookhart commented on pull request #6337:
URL: https://github.com/apache/incubator-tvm/pull/6337#issuecomment-680957809
Yay! I'm so excited for this! I'll do a deep dive today
There are a number tests in tests/python/relay/dyn that skip running on GPU
while waiting for this feature
leandron commented on a change in pull request #6342:
URL: https://github.com/apache/incubator-tvm/pull/6342#discussion_r477270729
##
File path: docker/install/ubuntu_install_vai_packages.sh
##
@@ -0,0 +1,29 @@
+#!/bin/bash
+# Licensed to the Apache Software Foundation (ASF) un
MarisaKirisame commented on a change in pull request #6336:
URL: https://github.com/apache/incubator-tvm/pull/6336#discussion_r477230512
##
File path: src/relay/transforms/gradient.cc
##
@@ -438,12 +449,17 @@ Expr BPEmpty() {
struct ReverseAD : ExprMutator {
using ADVarMa
anilmartha opened a new pull request #6343:
URL: https://github.com/apache/incubator-tvm/pull/6343
This PR implements the Vitis-AI codegen using the BYOC flow and enables us
to offload subgraphs to FPGA DPU accelerators (cloud/edge).
Below are the features added as part of this PR
anilmartha opened a new pull request #6342:
URL: https://github.com/apache/incubator-tvm/pull/6342
This PR adds the Vitis-AI PyXIR dependency for testing Vitis-AI codegen to
the ci_cpu dockerfile.
This is an automated me
leandron commented on a change in pull request #6337:
URL: https://github.com/apache/incubator-tvm/pull/6337#discussion_r477165445
##
File path: python/tvm/relay/transform/memory_alloc.py
##
@@ -19,26 +19,45 @@
A pass for manifesting explicit memory allocations.
"""
import n
jainris commented on a change in pull request #6303:
URL: https://github.com/apache/incubator-tvm/pull/6303#discussion_r477160005
##
File path: include/tvm/topi/transform.h
##
@@ -1511,6 +1511,35 @@ inline Tensor sparse_to_dense(const Tensor&
sparse_indices, const Array
jainris commented on a change in pull request #6303:
URL: https://github.com/apache/incubator-tvm/pull/6303#discussion_r477157597
##
File path: tests/python/frontend/tflite/test_forward.py
##
@@ -2652,6 +2652,77 @@ def test_forward_reverse_v2():
_test_reverse_v2((5, 6,
kamaci commented on issue #6332:
URL: https://github.com/apache/incubator-tvm/issues/6332#issuecomment-680756086
Apart from being a great project, TVM has an active and growing community.
It has a good understanding of the Apache Way [1] which is most important. I
think that TVM is ready f
leandron commented on a change in pull request #6302:
URL: https://github.com/apache/incubator-tvm/pull/6302#discussion_r477133826
##
File path: python/tvm/driver/tvmc/compiler.py
##
@@ -0,0 +1,407 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more cont
leandron commented on a change in pull request #6302:
URL: https://github.com/apache/incubator-tvm/pull/6302#discussion_r477131644
##
File path: python/tvm/driver/tvmc/compiler.py
##
@@ -0,0 +1,407 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more cont
leonwanghui commented on a change in pull request #6339:
URL: https://github.com/apache/incubator-tvm/pull/6339#discussion_r477130406
##
File path: rust/tvm-rt/src/array.rs
##
@@ -63,7 +66,7 @@ impl Array {
array_data.count()
);
-Ok(Array {
+
leandron commented on a change in pull request #6302:
URL: https://github.com/apache/incubator-tvm/pull/6302#discussion_r477130487
##
File path: python/tvm/driver/tvmc/compiler.py
##
@@ -0,0 +1,407 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more cont
jroesch commented on a change in pull request #6336:
URL: https://github.com/apache/incubator-tvm/pull/6336#discussion_r477122547
##
File path: src/relay/transforms/gradient.cc
##
@@ -438,12 +449,17 @@ Expr BPEmpty() {
struct ReverseAD : ExprMutator {
using ADVarMap = std
jroesch merged pull request #6293:
URL: https://github.com/apache/incubator-tvm/pull/6293
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jroesch pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 617949d Use auto-tuner to improve conv2d_gemm performance (#6117)
add 942c90b [DYN][RELAY] Resize supp
jroesch commented on pull request #6339:
URL: https://github.com/apache/incubator-tvm/pull/6339#issuecomment-680733737
cc @robo-corg
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jroesch commented on a change in pull request #6274:
URL: https://github.com/apache/incubator-tvm/pull/6274#discussion_r477119237
##
File path: src/ir/module.cc
##
@@ -174,46 +174,28 @@ tvm::Array
IRModuleNode::GetGlobalTypeVars() const {
return tvm::Array(global_type_vars)
minminsun commented on a change in pull request #6297:
URL: https://github.com/apache/incubator-tvm/pull/6297#discussion_r477112491
##
File path: src/auto_scheduler/compute_dag.cc
##
@@ -665,9 +666,349 @@ ComputeDAG::ComputeDAG(Array tensors) {
data_ = std::move(node);
}
minminsun commented on a change in pull request #6297:
URL: https://github.com/apache/incubator-tvm/pull/6297#discussion_r477112406
##
File path: src/auto_scheduler/compute_dag.cc
##
@@ -665,9 +666,349 @@ ComputeDAG::ComputeDAG(Array tensors) {
data_ = std::move(node);
}
minminsun commented on a change in pull request #6297:
URL: https://github.com/apache/incubator-tvm/pull/6297#discussion_r477112240
##
File path: src/auto_scheduler/compute_dag.cc
##
@@ -665,9 +666,349 @@ ComputeDAG::ComputeDAG(Array tensors) {
data_ = std::move(node);
}
minminsun commented on a change in pull request #6297:
URL: https://github.com/apache/incubator-tvm/pull/6297#discussion_r477111962
##
File path: src/auto_scheduler/compute_dag.cc
##
@@ -40,6 +40,7 @@
#include
#include "../arith/pattern_match.h"
+#include "search_policy/ut
minminsun commented on a change in pull request #6297:
URL: https://github.com/apache/incubator-tvm/pull/6297#discussion_r477107266
##
File path: python/tvm/auto_scheduler/measure.py
##
@@ -419,7 +419,7 @@ def timed_func():
try:
sch, args = task.compute_
minminsun commented on a change in pull request #6297:
URL: https://github.com/apache/incubator-tvm/pull/6297#discussion_r477105200
##
File path: python/tvm/auto_scheduler/compute_dag.py
##
@@ -72,7 +72,7 @@ def get_init_state(self):
"""
return State(self.init
fernchen commented on pull request #6206:
URL: https://github.com/apache/incubator-tvm/pull/6206#issuecomment-680717983
> > ```python
> > from tvm.relay.frontend import caffe_pb2 as pb
> > ```
>
> where is from `tvm.relay.frontend import caffe_pb2 as pb`, i don't see it
in this
fernchen commented on a change in pull request #6206:
URL: https://github.com/apache/incubator-tvm/pull/6206#discussion_r477085792
##
File path: tests/python/frontend/caffe/test_forward.py
##
@@ -0,0 +1,1003 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or
yukatayu commented on a change in pull request #6341:
URL: https://github.com/apache/incubator-tvm/pull/6341#discussion_r477079101
##
File path: src/target/llvm/codegen_hexagon.cc
##
@@ -636,7 +636,10 @@ bool UsesExportABI(const PrimFunc& f) {
return false;
}
-__attribute
fernchen commented on a change in pull request #6206:
URL: https://github.com/apache/incubator-tvm/pull/6206#discussion_r477078398
##
File path: tests/python/frontend/caffe/test_forward.py
##
@@ -0,0 +1,1003 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or
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