mbaret commented on a change in pull request #6222:
URL: https://github.com/apache/incubator-tvm/pull/6222#discussion_r467861628
##
File path: src/runtime/contrib/ethosn/ethosn_device.cc
##
@@ -0,0 +1,222 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+
cloud-mxd commented on pull request #6242:
URL: https://github.com/apache/incubator-tvm/pull/6242#issuecomment-671282626
Thanks for reply and support, RFC link below:
https://discuss.tvm.ai/t/rfc-relay-containers-array-map-string/7560
@tqchen
jainris commented on pull request #6243:
URL: https://github.com/apache/incubator-tvm/pull/6243#issuecomment-671357199
cc @anijain2305 @u99127 @mbaret @FrozenGene @tqchen
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mbaret commented on a change in pull request #6222:
URL: https://github.com/apache/incubator-tvm/pull/6222#discussion_r467806804
##
File path: tests/python/contrib/test_ethosn/infrastructure.py
##
@@ -0,0 +1,225 @@
+# Licensed to the Apache Software Foundation (ASF) under one
mbaret commented on a change in pull request #6222:
URL: https://github.com/apache/incubator-tvm/pull/6222#discussion_r467861916
##
File path: tests/python/contrib/test_ethosn/infrastructure.py
##
@@ -0,0 +1,225 @@
+# Licensed to the Apache Software Foundation (ASF) under one
leandron commented on pull request #6112:
URL: https://github.com/apache/incubator-tvm/pull/6112#issuecomment-671292078
> The command name`tvmc` sounds strange, it is not immediately obvious what
the c stands for. Can the shell command be called just `tvm compile` `tvm tune`
etc. same as
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zhaowu pushed a change to branch master
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from 5ed7d31 [COMMUNITY] jcf94 -> Reviewer (#6241)
add 8bb99fb [TFLite] Implemented ONE_HOT Operator for
FrozenGene merged pull request #6223:
URL: https://github.com/apache/incubator-tvm/pull/6223
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mbaret commented on a change in pull request #6222:
URL: https://github.com/apache/incubator-tvm/pull/6222#discussion_r467850461
##
File path: src/relay/backend/contrib/ethosn/ethosn_api.cc
##
@@ -0,0 +1,268 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
mbaret commented on a change in pull request #6222:
URL: https://github.com/apache/incubator-tvm/pull/6222#discussion_r467850167
##
File path: src/relay/backend/contrib/ethosn/ethosn_api.h
##
@@ -0,0 +1,142 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
mbaret commented on a change in pull request #6222:
URL: https://github.com/apache/incubator-tvm/pull/6222#discussion_r467860284
##
File path: src/relay/backend/contrib/ethosn/ethosn_api.cc
##
@@ -0,0 +1,268 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
jainris opened a new pull request #6243:
URL: https://github.com/apache/incubator-tvm/pull/6243
* Added implementation for EXPAND_DIMS Operator.
* Added tests for EXPAND_DIMS Operator.
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leandron commented on pull request #6112:
URL: https://github.com/apache/incubator-tvm/pull/6112#issuecomment-671295731
@comaniac here is a new version of this patch with only the minimal code to
enable the command line. Follow up patches, that I will send after this, will
deal with
FrozenGene commented on a change in pull request #6184:
URL: https://github.com/apache/incubator-tvm/pull/6184#discussion_r467875817
##
File path: src/auto_scheduler/search_policy/utils.cc
##
@@ -0,0 +1,301 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
mbaret commented on a change in pull request #6222:
URL: https://github.com/apache/incubator-tvm/pull/6222#discussion_r467886421
##
File path: src/relay/backend/contrib/ethosn/ethosn_api.cc
##
@@ -0,0 +1,268 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
mbaret commented on a change in pull request #6222:
URL: https://github.com/apache/incubator-tvm/pull/6222#discussion_r467886079
##
File path: src/relay/backend/contrib/ethosn/ethosn_api.h
##
@@ -0,0 +1,142 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
mbaret commented on a change in pull request #6222:
URL: https://github.com/apache/incubator-tvm/pull/6222#discussion_r467859711
##
File path: src/relay/backend/contrib/ethosn/ethosn_api.h
##
@@ -0,0 +1,142 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
mbaret commented on a change in pull request #6222:
URL: https://github.com/apache/incubator-tvm/pull/6222#discussion_r467945546
##
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##
@@ -0,0 +1,142 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
mbaret commented on a change in pull request #6222:
URL: https://github.com/apache/incubator-tvm/pull/6222#discussion_r467945163
##
File path: src/relay/backend/contrib/ethosn/ethosn_api.h
##
@@ -0,0 +1,142 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
leandron edited a comment on pull request #6112:
URL: https://github.com/apache/incubator-tvm/pull/6112#issuecomment-671295731
@comaniac here is a new version of this patch with only the minimal code to
enable the command line. Follow up patches, that I will send after this, will
deal
cloud-mxd commented on pull request #6242:
URL: https://github.com/apache/incubator-tvm/pull/6242#issuecomment-671304980
At the same time, thanks to @MarisaKirisame for the help and support
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mbaret commented on a change in pull request #6222:
URL: https://github.com/apache/incubator-tvm/pull/6222#discussion_r467859711
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File path: src/relay/backend/contrib/ethosn/ethosn_api.h
##
@@ -0,0 +1,142 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
FrozenGene commented on pull request #6223:
URL: https://github.com/apache/incubator-tvm/pull/6223#issuecomment-671322235
Thanks @jainris @leandron
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jcf94 commented on a change in pull request #6184:
URL: https://github.com/apache/incubator-tvm/pull/6184#discussion_r467878808
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##
@@ -0,0 +1,301 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ *
jcf94 commented on a change in pull request #6184:
URL: https://github.com/apache/incubator-tvm/pull/6184#discussion_r467878505
##
File path: include/tvm/auto_scheduler/search_policy.h
##
@@ -89,46 +100,54 @@ class SearchCallback : public ObjectRef {
mbaret commented on a change in pull request #6222:
URL: https://github.com/apache/incubator-tvm/pull/6222#discussion_r467856126
##
File path: src/relay/backend/contrib/ethosn/codegen.cc
##
@@ -0,0 +1,214 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+
mbaret commented on a change in pull request #6222:
URL: https://github.com/apache/incubator-tvm/pull/6222#discussion_r467867668
##
File path: src/runtime/contrib/ethosn/ethosn_device.cc
##
@@ -0,0 +1,222 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+
FrozenGene commented on a change in pull request #6184:
URL: https://github.com/apache/incubator-tvm/pull/6184#discussion_r467880423
##
File path: src/auto_scheduler/search_policy/utils.cc
##
@@ -0,0 +1,301 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
mbaret commented on pull request #6222:
URL: https://github.com/apache/incubator-tvm/pull/6222#issuecomment-671392518
In addition to the suggested changes, I've added some further
comments/documentation and moved implementations out of header files.
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from fc7a705 [BYOC][ACL] Improve installation tutorial (#6170)
add b29f79e [Relay]Refine tensorflow
csullivan commented on pull request #6229:
URL: https://github.com/apache/incubator-tvm/pull/6229#issuecomment-671475808
@FrozenGene Thanks for the good suggestions. I updated the documentation and
build system for embedded linux to use the same flow as previously described
the docs.
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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 3dfbae3 [TOPI, Cuda] Fix
leandron commented on a change in pull request #6112:
URL: https://github.com/apache/incubator-tvm/pull/6112#discussion_r468104675
##
File path: python/tvm/driver/tvmc/main.py
##
@@ -0,0 +1,74 @@
+#!/usr/bin/env python
+
+# Licensed to the Apache Software Foundation (ASF)
tqchen merged pull request #6236:
URL: https://github.com/apache/incubator-tvm/pull/6236
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tqchen commented on pull request #6236:
URL: https://github.com/apache/incubator-tvm/pull/6236#issuecomment-671429187
Thanks @vinx13 !
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tqchen closed issue #6179:
URL: https://github.com/apache/incubator-tvm/issues/6179
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tqchen edited a comment on pull request #6138:
URL: https://github.com/apache/incubator-tvm/pull/6138#issuecomment-671433629
Thanks @quic-sanirudh what you said about rfactor makes sense. We can still
support rfactor, by checking the factor indices, and only assign the init value
if the
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tqchen pushed a change to branch master
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from 3dfbae3 [TOPI, Cuda] Fix conv2d_transpose output padding (#6236)
add fc7a705 [BYOC][ACL] Improve
tqchen merged pull request #6170:
URL: https://github.com/apache/incubator-tvm/pull/6170
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tqchen commented on pull request #6162:
URL: https://github.com/apache/incubator-tvm/pull/6162#issuecomment-671439329
@jroesch please followup to address the CI error
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tqchen commented on pull request #6127:
URL: https://github.com/apache/incubator-tvm/pull/6127#issuecomment-671440132
cc @anijain2305 please followup
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tqchen commented on pull request #6170:
URL: https://github.com/apache/incubator-tvm/pull/6170#issuecomment-671439854
Thanks @lhutton1 @leandron @comaniac
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tqchen edited a comment on pull request #5940:
URL: https://github.com/apache/incubator-tvm/pull/5940#issuecomment-671440740
@weberlo please rebase to resolve the conflict. @ZihengJiang please help to
manage this PR
This is
tqchen commented on pull request #5940:
URL: https://github.com/apache/incubator-tvm/pull/5940#issuecomment-671440740
@weberlo please rebase to resolve the conflict. @ZihengJiang please help
manage this PR
This is an
d-smirnov commented on a change in pull request #6228:
URL: https://github.com/apache/incubator-tvm/pull/6228#discussion_r468032556
##
File path: tests/python/frontend/tflite/test_forward.py
##
@@ -2456,25 +2456,27 @@ def test_forward_sparse_to_dense():
# Fully Connected
#
tqchen merged pull request #6227:
URL: https://github.com/apache/incubator-tvm/pull/6227
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 8bb99fb [TFLite] Implemented ONE_HOT Operator for TFLite (#6223)
add 87d6ccd [TIR][Hybrid] Hybrid
tqchen commented on pull request #6227:
URL: https://github.com/apache/incubator-tvm/pull/6227#issuecomment-671422431
Thanks @spectrometerHBH @junrushao1994 @Hzfengsy . This PR is now merged
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tqchen commented on pull request #6138:
URL: https://github.com/apache/incubator-tvm/pull/6138#issuecomment-671433629
Thanks @quic-sanirudh what you said about rfactor makes sense. We can still
support rfactor, by checking the factor indices, and only assign the init value
if the factor
tqchen merged pull request #6240:
URL: https://github.com/apache/incubator-tvm/pull/6240
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tqchen commented on pull request #6240:
URL: https://github.com/apache/incubator-tvm/pull/6240#issuecomment-671442393
Thanks @xutianming !
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gussmith23 commented on a change in pull request #5812:
URL: https://github.com/apache/incubator-tvm/pull/5812#discussion_r468018504
##
File path: tests/python/unittest/test_custom_datatypes_change_dtype.py
##
@@ -81,163 +81,109 @@ def setup():
# You can pick a code for
d-smirnov commented on a change in pull request #6228:
URL: https://github.com/apache/incubator-tvm/pull/6228#discussion_r468024543
##
File path: python/tvm/relay/frontend/tflite.py
##
@@ -1720,7 +1719,7 @@ def convert_fully_connected(self, op):
# Dense expected
d-smirnov commented on a change in pull request #6228:
URL: https://github.com/apache/incubator-tvm/pull/6228#discussion_r468032556
##
File path: tests/python/frontend/tflite/test_forward.py
##
@@ -2456,25 +2456,27 @@ def test_forward_sparse_to_dense():
# Fully Connected
#
comaniac commented on a change in pull request #6222:
URL: https://github.com/apache/incubator-tvm/pull/6222#discussion_r468046750
##
File path: src/relay/backend/contrib/ethosn/ethosn_api.h
##
@@ -0,0 +1,142 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under
leandron commented on a change in pull request #6112:
URL: https://github.com/apache/incubator-tvm/pull/6112#discussion_r468086427
##
File path: python/tvm/driver/tvmc/main.py
##
@@ -0,0 +1,74 @@
+#!/usr/bin/env python
+
+# Licensed to the Apache Software Foundation (ASF)
mbaret commented on a change in pull request #6228:
URL: https://github.com/apache/incubator-tvm/pull/6228#discussion_r467972074
##
File path: python/tvm/relay/frontend/tflite.py
##
@@ -1695,10 +1695,9 @@ def convert_fully_connected(self, op):
raise
tqchen commented on pull request #6138:
URL: https://github.com/apache/incubator-tvm/pull/6138#issuecomment-671431691
TIR level scheduling is still in an early stage so no RFC yet, will keep you
updated once the RFC is out.
d-smirnov commented on a change in pull request #6228:
URL: https://github.com/apache/incubator-tvm/pull/6228#discussion_r468024161
##
File path: python/tvm/relay/frontend/tflite.py
##
@@ -1695,10 +1695,9 @@ def convert_fully_connected(self, op):
raise
kevinthesun commented on a change in pull request #6024:
URL: https://github.com/apache/incubator-tvm/pull/6024#discussion_r468093208
##
File path: python/tvm/relay/frontend/tensorflow.py
##
@@ -1458,6 +1458,15 @@ def _impl(inputs, attr, params, mod):
return
tqchen edited a comment on pull request #6138:
URL: https://github.com/apache/incubator-tvm/pull/6138#issuecomment-670992782
Thanks @quic-sanirudh for proposing the new change. My only conern wrt to
the custom initialization value is that it might break the follow up
primitives, e.g.
tqchen commented on pull request #6190:
URL: https://github.com/apache/incubator-tvm/pull/6190#issuecomment-671439086
per discussion with @merrymercy :
- split the feature extraction logic into FeatureExtractor(callback by
visitor) and visitor.
- Provide FeatureExtractor for each
comaniac commented on a change in pull request #6222:
URL: https://github.com/apache/incubator-tvm/pull/6222#discussion_r468041057
##
File path: src/relay/backend/contrib/ethosn/codegen.cc
##
@@ -0,0 +1,214 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
comaniac commented on a change in pull request #6222:
URL: https://github.com/apache/incubator-tvm/pull/6222#discussion_r468047987
##
File path: tests/python/contrib/test_ethosn/infrastructure.py
##
@@ -0,0 +1,225 @@
+# Licensed to the Apache Software Foundation (ASF) under
comaniac commented on a change in pull request #6112:
URL: https://github.com/apache/incubator-tvm/pull/6112#discussion_r468076880
##
File path: python/tvm/driver/tvmc/main.py
##
@@ -0,0 +1,74 @@
+#!/usr/bin/env python
+
+# Licensed to the Apache Software Foundation (ASF)
comaniac commented on a change in pull request #6112:
URL: https://github.com/apache/incubator-tvm/pull/6112#discussion_r468109265
##
File path: python/tvm/driver/tvmc/main.py
##
@@ -0,0 +1,74 @@
+#!/usr/bin/env python
+
+# Licensed to the Apache Software Foundation (ASF)
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wuwei pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from b29f79e [Relay]Refine tensorflow frontend 1.x & 2.x compatibility
(#6240)
add ed04cdd fix cuda half
vinx13 merged pull request #6225:
URL: https://github.com/apache/incubator-tvm/pull/6225
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merrymercy commented on a change in pull request #6184:
URL: https://github.com/apache/incubator-tvm/pull/6184#discussion_r468171563
##
File path: src/auto_scheduler/compute_dag.cc
##
@@ -342,11 +343,16 @@ AccessAnalyzer::AccessAnalyzer(const Array&
tensors) {
trevor-m opened a new pull request #6245:
URL: https://github.com/apache/incubator-tvm/pull/6245
This op can be mapped directly to batch norm.
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comaniac commented on a change in pull request #6184:
URL: https://github.com/apache/incubator-tvm/pull/6184#discussion_r468178808
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File path: python/tvm/auto_scheduler/auto_schedule.py
##
@@ -88,10 +91,76 @@ class SearchPolicy(Object):
class EmptyPolicy(SearchPolicy):
yzhliu commented on pull request #6078:
URL: https://github.com/apache/incubator-tvm/pull/6078#issuecomment-671536959
@sergei-grechanik I agree. Perhaps we need performance integration test run
periodically as mentioned in
https://discuss.tvm.ai/t/efforts-on-benchmarking-for-tvm/
comaniac commented on a change in pull request #6112:
URL: https://github.com/apache/incubator-tvm/pull/6112#discussion_r468122151
##
File path: python/tvm/driver/tvmc/main.py
##
@@ -0,0 +1,90 @@
+#!/usr/bin/env python
+
+# Licensed to the Apache Software Foundation (ASF)
tom-gall opened a new issue #6246:
URL: https://github.com/apache/incubator-tvm/issues/6246
@areusch
The failure looks like
graph, c_mod, params = relay.build(mod, target=target, params=params)
Traceback (most recent call last):
File "./working-micro-st-tflite.py",
tqchen closed issue #6144:
URL: https://github.com/apache/incubator-tvm/issues/6144
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from ed04cdd fix cuda half math function is undefined: hpow, htanh (#6225)
add ee33056 [Topi,x86] Split MKL
tqchen merged pull request #6182:
URL: https://github.com/apache/incubator-tvm/pull/6182
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tqchen commented on pull request #6182:
URL: https://github.com/apache/incubator-tvm/pull/6182#issuecomment-671684265
Thanks @tkonolige @icemelon9 !
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zhouyongxyz opened a new issue #6247:
URL: https://github.com/apache/incubator-tvm/issues/6247
File "compile_pytorch.py", line 48, in
net, params = relay.frontend.from_pytorch(scripted_model, shape_list)
File
siju-samuel commented on a change in pull request #6168:
URL: https://github.com/apache/incubator-tvm/pull/6168#discussion_r468302077
##
File path: python/tvm/relay/frontend/tflite.py
##
@@ -1321,14 +1321,15 @@ def convert_gather(self, op):
input_tensors =
FrozenGene commented on pull request #6229:
URL: https://github.com/apache/incubator-tvm/pull/6229#issuecomment-671245122
ping @csullivan
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zhaowu pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 7926a5d [Relay][Op] Add unbiased variance op and corresponding
support in pytorch frontend (#6232)
add
FrozenGene merged pull request #6241:
URL: https://github.com/apache/incubator-tvm/pull/6241
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jcf94 commented on a change in pull request #6184:
URL: https://github.com/apache/incubator-tvm/pull/6184#discussion_r467778942
##
File path: src/auto_scheduler/compute_dag.cc
##
@@ -342,11 +343,16 @@ AccessAnalyzer::AccessAnalyzer(const Array&
tensors) {
masahi merged pull request #6232:
URL: https://github.com/apache/incubator-tvm/pull/6232
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masahi pushed a commit to branch master
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The following commit(s) were added to refs/heads/master by this push:
new 7926a5d [Relay][Op] Add unbiased
masahi commented on pull request #6232:
URL: https://github.com/apache/incubator-tvm/pull/6232#issuecomment-671178412
Thanks @shiwenloong @leandron
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