crazydemo commented on pull request #9995:
URL: https://github.com/apache/tvm/pull/9995#issuecomment-1041172051
@vpirogov Thank you so much! I will update the CI to the latest version.
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vpirogov commented on pull request #9995:
URL: https://github.com/apache/tvm/pull/9995#issuecomment-1041170017
@crazydemo, right, we stopped publishing binary releases on Github after
v2.2. Binaries for later versions are available on
crazydemo commented on pull request #9995:
URL: https://github.com/apache/tvm/pull/9995#issuecomment-1041163172
The PR, updating CI has been submitted
[#10266](https://github.com/apache/tvm/pull/10266) @masahi
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crazydemo opened a new pull request #10266:
URL: https://github.com/apache/tvm/pull/10266
This PR aims to update the dnnl version for CI from v1.5 to v2.2, and thus
we can support more dnnl patterns and post-ops.
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crazydemo commented on pull request #9995:
URL: https://github.com/apache/tvm/pull/9995#issuecomment-1041156478
> The latest oneDNN release is
[v2.5.2](https://github.com/oneapi-src/oneDNN/releases/tag/v2.5.2)
Yes, the latest release version is v2.5.2, but only v2.2 has
vpirogov commented on pull request #9995:
URL: https://github.com/apache/tvm/pull/9995#issuecomment-1041154312
The latest oneDNN release is
[v2.5.2](https://github.com/oneapi-src/oneDNN/releases/tag/v2.5.2)
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masahi commented on pull request #9995:
URL: https://github.com/apache/tvm/pull/9995#issuecomment-1041151961
No need for another rfc.
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crazydemo commented on pull request #9995:
URL: https://github.com/apache/tvm/pull/9995#issuecomment-1041151095
> Note that changing the docker script won't immediately update the CI
environment (so the build will fail again).You need to send that change
separately first like #10179. I
masahi closed pull request #10179:
URL: https://github.com/apache/tvm/pull/10179
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masahi edited a comment on pull request #9995:
URL: https://github.com/apache/tvm/pull/9995#issuecomment-1041149531
Note that changing the docker script won't immediately update the CI
environment (so the build will fail again).You need to send that change
separately first like
masahi commented on pull request #9995:
URL: https://github.com/apache/tvm/pull/9995#issuecomment-1041149531
Note that changing the docker script won't immediately update the CI
environment.You need to send that change separately first like
https://github.com/apache/tvm/pull/10179. I can
elvin-n commented on pull request #10239:
URL: https://github.com/apache/tvm/pull/10239#issuecomment-1041148103
> That is understood, my main concern is a lot of code looks similar
Ideologically transformations look similar, but it is unable to extend
current transformation exactly
crazydemo commented on pull request #9995:
URL: https://github.com/apache/tvm/pull/9995#issuecomment-1041139323
I will try to update to `OneDNN V2.2`.
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masahi commented on pull request #9995:
URL: https://github.com/apache/tvm/pull/9995#issuecomment-1041135514
https://github.com/apache/tvm/blob/813136401a11a49d6c15e6013c34dd822a5c4ff6/docker/install/ubuntu_install_dnnl.sh#L24
Probably too old, we should update that first.
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crazydemo commented on pull request #9995:
URL: https://github.com/apache/tvm/pull/9995#issuecomment-1041131131
Hi @masahi , I wonder which version of OneDNN is used for CI.
I have one build error, which says `'eltwise_logsigmoid' is not a member of
'dnnl::algorithm'`, and this algo is
AndrewZhaoLuo commented on pull request #10239:
URL: https://github.com/apache/tvm/pull/10239#issuecomment-1041126506
That is understood, my main concern is a lot of code looks similar and I'm
wondering if this "optional" pass can supersede the original pass.
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crazydemo commented on pull request #9995:
URL: https://github.com/apache/tvm/pull/9995#issuecomment-1041057518
> I can merge this after you pass CI.
Thank you! I will check!
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masahi commented on pull request #9995:
URL: https://github.com/apache/tvm/pull/9995#issuecomment-1041051727
I can merge this after you pass CI.
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crazydemo commented on pull request #9995:
URL: https://github.com/apache/tvm/pull/9995#issuecomment-1041046078
@tmoreau89 @mbs-octoml @mikepapadim @masahi Could you please help me review
this PR?
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slyubomirsky opened a new issue #10265:
URL: https://github.com/apache/tvm/issues/10265
The default behavior of the Relay type mutator when it encounters Global
Type Variables is to [create a new Global Type
alanmacd opened a new issue #10264:
URL: https://github.com/apache/tvm/issues/10264
This error appears to be benign, but it creates noise when
building/deploying microTVM VM:
```
default: ERROR: pip's dependency resolver does not currently take into
account all the packages that
mehrdadh commented on pull request #10263:
URL: https://github.com/apache/tvm/pull/10263#issuecomment-1041011879
cc @areusch @kparzysz-quic
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mehrdadh opened a new pull request #10263:
URL: https://github.com/apache/tvm/pull/10263
This PR adds docker file for hexagon docker image and scripts to build this
image. Also it adds script which are used to build TVM for testing hexagon.
cc @areusch @kparzysz-quic
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vinx13 commented on a change in pull request #9727:
URL: https://github.com/apache/tvm/pull/9727#discussion_r807362399
##
File path: src/tir/analysis/device_constraint_utils.cc
##
@@ -223,6 +225,23 @@ class ApplyDeviceConstraintsMutator : public
StmtExprMutator {
electriclilies commented on pull request #10262:
URL: https://github.com/apache/tvm/pull/10262#issuecomment-1040958236
@mbs-octoml @manupa-arm PTAL! thanks :)
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ccjoechou commented on pull request #48:
URL: https://github.com/apache/tvm-rfcs/pull/48#issuecomment-1040923708
@areusch: No worries. I saw lots TVM emails coming from you & others working
on other also important stuffs. We will wait for your feedback.
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areusch commented on pull request #48:
URL: https://github.com/apache/tvm-rfcs/pull/48#issuecomment-1040919020
@ccjoechou sorry for the delay--i've gotten pretty busy with something and
will hopefully have some bandwidth towards the end of the week.
cc @jroesch @mbs-octoml in case
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masahi pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git.
from 6de8fea add back supported tests (#10116)
add 64e94ab [QNN] Register a bunch of unary elementwise ops (#10086)
No
masahi merged pull request #10086:
URL: https://github.com/apache/tvm/pull/10086
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Lunderberg commented on a change in pull request #9727:
URL: https://github.com/apache/tvm/pull/9727#discussion_r807377035
##
File path: tests/python/unittest/test_tir_transform_instrument_bound_checkers.py
##
@@ -94,7 +94,7 @@ def test_out_of_bounds_vectorize_llvm(nn,
Lunderberg commented on a change in pull request #9727:
URL: https://github.com/apache/tvm/pull/9727#discussion_r807375704
##
File path: src/tir/transforms/merge_dynamic_shared_memory_allocations.cc
##
@@ -294,22 +308,61 @@ class DynamicSharedMemoryRewriter : public
Lunderberg commented on a change in pull request #9727:
URL: https://github.com/apache/tvm/pull/9727#discussion_r807371988
##
File path: src/tir/transforms/split_host_device.cc
##
@@ -155,10 +160,27 @@ class VarUseDefAnalysis : public StmtExprMutator {
}
PrimExpr
Lunderberg commented on a change in pull request #9727:
URL: https://github.com/apache/tvm/pull/9727#discussion_r807370425
##
File path: python/tvm/script/tir/special_stmt.py
##
@@ -132,6 +132,7 @@ def match_buffer(
align=-1,
offset_factor=0,
AndrewZhaoLuo commented on pull request #10086:
URL: https://github.com/apache/tvm/pull/10086#issuecomment-1040857889
cc @masahi we cool with merging this?
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Lunderberg commented on a change in pull request #9727:
URL: https://github.com/apache/tvm/pull/9727#discussion_r807365129
##
File path: include/tvm/tir/function.h
##
@@ -136,15 +157,31 @@ class PrimFunc : public BaseFunc {
public:
/*!
* \brief Constructor
+ *
*
Lunderberg commented on a change in pull request #9727:
URL: https://github.com/apache/tvm/pull/9727#discussion_r807356985
##
File path: include/tvm/tir/buffer.h
##
@@ -98,10 +113,17 @@ class BufferNode : public Object {
}
bool SEqualReduce(const BufferNode* other,
vinx13 commented on pull request #10066:
URL: https://github.com/apache/tvm/pull/10066#issuecomment-1040838036
comments are addressed
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vinx13 closed issue #10210:
URL: https://github.com/apache/tvm/issues/10210
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electriclilies edited a comment on pull request #9848:
URL: https://github.com/apache/tvm/pull/9848#issuecomment-1040811596
I ended up just lifting the result virtual device out of the attributes,
will discuss dealing with the text representation in another PR.
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electriclilies commented on pull request #9848:
URL: https://github.com/apache/tvm/pull/9848#issuecomment-1040811596
I ended up just lifting the result virtual device out of the attributes,
will discuss dealing with the on_device ops in a later PR.
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electriclilies opened a new pull request #10262:
URL: https://github.com/apache/tvm/pull/10262
kTargetPoolReadWriteAccess was defined inside the PoolInfo class, leading to
a compile time error for me. Making it global fixes the issue, and is also is
consistent with how other attribute
junrushao1994 commented on a change in pull request #8509:
URL: https://github.com/apache/tvm/pull/8509#discussion_r807324302
##
File path: include/tvm/tir/transform.h
##
@@ -29,6 +29,14 @@
#include
#include
+#include
+
+// Forward declarations from tvm::relay
mehrdadh opened a new issue #10261:
URL: https://github.com/apache/tvm/issues/10261
We are adding a docker image to test hexagon tests in pre-commit CI. These
are the steps:
- Build ci-hexagon docker image
- Test docker image in staging
- Add ci-hexagon to tlcpack docker hub
masahi commented on pull request #10239:
URL: https://github.com/apache/tvm/pull/10239#issuecomment-1040796147
> Need to read pass a little more carefully to understand difference between
this and existing fq2i passes
The key is that in the models that existing pass expects, there
driazati commented on a change in pull request #10247:
URL: https://github.com/apache/tvm/pull/10247#discussion_r807306364
##
File path: docker/install/ubuntu1804_install_python.sh
##
@@ -23,10 +23,10 @@ set -o pipefail
# install python and pip, don't modify this, modify
driazati commented on a change in pull request #10247:
URL: https://github.com/apache/tvm/pull/10247#discussion_r807296364
##
File path: docker/install/ubuntu_install_caffe.sh
##
@@ -16,17 +16,15 @@
# specific language governing permissions and limitations
# under the
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masahi pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git.
from 2b00835 [Relay] Make DeviceAnalyzer a mixed mode visitor (#10248)
add 6de8fea add back supported tests (#10116)
masahi merged pull request #10116:
URL: https://github.com/apache/tvm/pull/10116
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AndrewZhaoLuo commented on a change in pull request #10239:
URL: https://github.com/apache/tvm/pull/10239#discussion_r807263764
##
File path: tests/python/relay/test_pass_fake_quantization_to_integer.py
##
@@ -627,3 +628,217 @@ def conv2d(expr, type_map): # pylint:
kparzysz-quic opened a new pull request #10259:
URL: https://github.com/apache/tvm/pull/10259
Glob treats inputs as patterns: if the file with a given name does not exist
(is to be generated later), it won't be added to the output.
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masahi commented on pull request #10229:
URL: https://github.com/apache/tvm/pull/10229#issuecomment-1040734463
> Thank you, and more lint fixes applied. It looks like the issue in my
local setup is that `black` can't be run from inside the `python/tvm/contrib`,
because
Lunderberg commented on pull request #10229:
URL: https://github.com/apache/tvm/pull/10229#issuecomment-1040730935
Thank you, and more lint fixes applied. It looks like the issue in my local
setup is that `black` can't be run from inside the `python/tvm/contrib`,
because
tmoreau89 commented on a change in pull request #10256:
URL: https://github.com/apache/tvm/pull/10256#discussion_r807264329
##
File path: python/tvm/driver/tvmc/runner.py
##
@@ -557,8 +569,11 @@ def run_module(
module.run()
times = []
else:
-
mei-ye commented on pull request #10248:
URL: https://github.com/apache/tvm/pull/10248#issuecomment-1040728058
I confirmed that this fixes the issue I saw on windows. Thanks!
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Lunderberg opened a new pull request #10258:
URL: https://github.com/apache/tvm/pull/10258
Required to pass `test_cuda_bf16_vectorize_add` in
`tests/python/unittest/test_target_codegen_cuda.py`.
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masahi commented on pull request #10229:
URL: https://github.com/apache/tvm/pull/10229#issuecomment-1040721744
@Lunderberg Need more lint fix
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driazati commented on pull request #10246:
URL: https://github.com/apache/tvm/pull/10246#issuecomment-1040706377
> Why do we need to have this public? Can't the instances assume a role to
access it?
Sorry public wasn't the right word, I meant OSS, we had spun this up in the
driazati commented on a change in pull request #10246:
URL: https://github.com/apache/tvm/pull/10246#discussion_r807238655
##
File path: tests/scripts/task_build.sh
##
@@ -15,5 +15,29 @@
# KIND, either express or implied. See the License for the
# specific language
driazati opened a new pull request #10257:
URL: https://github.com/apache/tvm/pull/10257
Following on from #10246, this moves the `pip install`-at-runtime deps to
the docker image install so they are baked in.
Thanks for contributing to TVM! Please refer to guideline
TejashShah commented on pull request #46:
URL: https://github.com/apache/tvm-rfcs/pull/46#issuecomment-1040676503
Thanks @manupa-arm for reviewing this RFC and providing crucial feedback in
time-bound fashion.
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manupa-arm merged pull request #46:
URL: https://github.com/apache/tvm-rfcs/pull/46
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masahi commented on pull request #9802:
URL: https://github.com/apache/tvm/pull/9802#issuecomment-1040673244
Please help reviewing @tqchen @junrushao1994 @FrozenGene
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masahi commented on a change in pull request #9802:
URL: https://github.com/apache/tvm/pull/9802#discussion_r807210048
##
File path: src/runtime/thread_pool.cc
##
@@ -337,7 +339,7 @@ class ThreadPool {
new tvm::runtime::threading::ThreadGroup(
jwfromm commented on a change in pull request #10256:
URL: https://github.com/apache/tvm/pull/10256#discussion_r807188490
##
File path: python/tvm/driver/tvmc/runner.py
##
@@ -557,8 +569,11 @@ def run_module(
module.run()
times = []
else:
-
ekalda commented on a change in pull request #10250:
URL: https://github.com/apache/tvm/pull/10250#discussion_r807076836
##
File path: tests/python/contrib/test_ethosu/end_to_end/comparison_infra.py
##
@@ -0,0 +1,158 @@
+# Licensed to the Apache Software Foundation (ASF) under
dchauhan-arm commented on a change in pull request #10250:
URL: https://github.com/apache/tvm/pull/10250#discussion_r806825481
##
File path: tests/python/contrib/test_ethosu/end_to_end/__init__.py
##
@@ -0,0 +1,17 @@
+# Licensed to the Apache Software Foundation (ASF) under
lhutton1 commented on a change in pull request #10254:
URL: https://github.com/apache/tvm/pull/10254#discussion_r807133809
##
File path: tests/python/contrib/test_ethosu/test_identity_optimizer.py
##
@@ -0,0 +1,245 @@
+# Licensed to the Apache Software Foundation (ASF) under
manupa-arm commented on a change in pull request #10022:
URL: https://github.com/apache/tvm/pull/10022#discussion_r806982398
##
File path: python/tvm/relay/backend/contrib/ethosu/tir_to_cs_translator.py
##
@@ -105,22 +195,27 @@ def translate(tir_module, params):
areusch commented on a change in pull request #8509:
URL: https://github.com/apache/tvm/pull/8509#discussion_r807135033
##
File path: include/tvm/ir/module.h
##
@@ -349,6 +386,9 @@ class IRModuleNode : public Object {
*/
std::unordered_set import_set_;
friend class
tmoreau89 commented on pull request #10226:
URL: https://github.com/apache/tvm/pull/10226#issuecomment-1040572698
@jwfromm great points, I'll close this PR in favor of your PR which seems
less disruptive
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Icemist commented on pull request #10239:
URL: https://github.com/apache/tvm/pull/10239#issuecomment-1040447093
> Please also show the reference result (accuracy without fq2i).
| Model type | Accuracy
|
| |
tmoreau89 commented on a change in pull request #10256:
URL: https://github.com/apache/tvm/pull/10256#discussion_r807119745
##
File path: python/tvm/driver/tvmc/runner.py
##
@@ -557,8 +569,11 @@ def run_module(
module.run()
times = []
else:
-
ekalda commented on a change in pull request #10022:
URL: https://github.com/apache/tvm/pull/10022#discussion_r806892717
##
File path: python/tvm/relay/backend/contrib/ethosu/tir_to_cs_translator.py
##
@@ -105,22 +195,27 @@ def translate(tir_module, params):
tmoreau89 closed pull request #10226:
URL: https://github.com/apache/tvm/pull/10226
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mbrookhart commented on a change in pull request #10239:
URL: https://github.com/apache/tvm/pull/10239#discussion_r807010832
##
File path: src/relay/transforms/fake_quantization_to_integer.cc
##
@@ -270,8 +293,233 @@ class FakeQuantizationRewriter : public MixedModeMutator {
ekalda commented on a change in pull request #10254:
URL: https://github.com/apache/tvm/pull/10254#discussion_r807032862
##
File path: tests/python/contrib/test_ethosu/test_identity_optimizer.py
##
@@ -0,0 +1,245 @@
+# Licensed to the Apache Software Foundation (ASF) under one
tmoreau89 commented on pull request #10248:
URL: https://github.com/apache/tvm/pull/10248#issuecomment-1040495770
Thank you @mbrookhart and @masahi - PR has been merged.
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jwfromm commented on pull request #10226:
URL: https://github.com/apache/tvm/pull/10226#issuecomment-1040571793
Thanks for making this change @tmoreau89. I think changing the default
behavior is likely going to cause issues for entrenched users. I just put up PR
#10256 which exposes an
tmoreau89 merged pull request #10248:
URL: https://github.com/apache/tvm/pull/10248
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manupa-arm commented on pull request #46:
URL: https://github.com/apache/tvm-rfcs/pull/46#issuecomment-1040600782
Thanks @areusch . Looking forward for AoT being enabled in more places :).
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AndrewZhaoLuo commented on pull request #10116:
URL: https://github.com/apache/tvm/pull/10116#issuecomment-1040570086
@masahi yeah this should be good to go
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lhutton1 commented on pull request #10254:
URL: https://github.com/apache/tvm/pull/10254#issuecomment-1040589105
Thanks for the review @ekalda, I added a test case and removed the print
among a couple more things I spotted :)
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masahi commented on pull request #10234:
URL: https://github.com/apache/tvm/pull/10234#issuecomment-1039884305
Thanks @huajsj. This is interesting and tricky code, I'll try review
carefully.
Where does this PR sit in the feature road map?
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tmoreau89 closed issue #10135:
URL: https://github.com/apache/tvm/issues/10135
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areusch closed issue #10150:
URL: https://github.com/apache/tvm/issues/10150
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vinx13 commented on a change in pull request #9727:
URL: https://github.com/apache/tvm/pull/9727#discussion_r805065309
##
File path: tests/python/unittest/test_tir_transform_instrument_bound_checkers.py
##
@@ -94,7 +94,7 @@ def test_out_of_bounds_vectorize_llvm(nn, index_a,
Lunderberg commented on pull request #10229:
URL: https://github.com/apache/tvm/pull/10229#issuecomment-1040347110
Thank you, and the lint errors should be resolved now.
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mbs-octoml commented on a change in pull request #10248:
URL: https://github.com/apache/tvm/pull/10248#discussion_r807093747
##
File path: src/relay/transforms/device_planner.cc
##
@@ -22,9 +22,6 @@
* \brief Determines a unique \p VirtualDevice to hold the result of every
ekalda commented on pull request #10251:
URL: https://github.com/apache/tvm/pull/10251#issuecomment-1040115827
cc: @manupa-arm @lhutton1 @NicolaLancellotti @mbaret
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huajsj commented on pull request #10234:
URL: https://github.com/apache/tvm/pull/10234#issuecomment-1039411862
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masahi commented on pull request #10230:
URL: https://github.com/apache/tvm/pull/10230#issuecomment-1039588965
Another perf result, this time on a desktop CPU `i5-11400 @ 2.60GHz`, 6
threads.
TVM showing excellent performance!
M|N|K|TVM|FBGEMM
-- | -- | -- | --| -- |
lhutton1 commented on a change in pull request #10242:
URL: https://github.com/apache/tvm/pull/10242#discussion_r806313919
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File path: tests/python/contrib/test_ethosu/test_networks.py
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@@ -65,5 +65,31 @@ def test_forward_mobilenet_v1(accel_type):
junrushao1994 commented on pull request #10235:
URL: https://github.com/apache/tvm/pull/10235#issuecomment-1039759287
right. I noticed the same issue very recently. Thanks for fixing this!!
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jacobbohlin commented on a change in pull request #10242:
URL: https://github.com/apache/tvm/pull/10242#discussion_r806653030
##
File path: tests/python/contrib/test_ethosu/test_networks.py
##
@@ -65,5 +65,31 @@ def test_forward_mobilenet_v1(accel_type):
masahi commented on issue #8596:
URL: https://github.com/apache/tvm/issues/8596#issuecomment-1039909509
At one point can we expect a non-trivial demo?
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junrushao1994 closed issue #10223:
URL: https://github.com/apache/tvm/issues/10223
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mshr-h commented on a change in pull request #10247:
URL: https://github.com/apache/tvm/pull/10247#discussion_r806643624
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File path: docker/install/ubuntu_install_boost.sh
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@@ -0,0 +1,30 @@
+#!/bin/bash
+# Licensed to the Apache Software Foundation (ASF) under one
+# or
JCBrouwer commented on issue #10223:
URL: https://github.com/apache/tvm/issues/10223#issuecomment-1039250272
Yes using CUDNN is fine with me, that would be great :)
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tqchen commented on a change in pull request #9748:
URL: https://github.com/apache/tvm/pull/9748#discussion_r805954346
##
File path: include/tvm/runtime/container/optional.h
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@@ -93,6 +93,11 @@ class Optional : public ObjectRef {
ICHECK(data_ != nullptr);
return
junrushao1994 merged pull request #10235:
URL: https://github.com/apache/tvm/pull/10235
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