merrymercy commented on a change in pull request #6965:
URL: https://github.com/apache/incubator-tvm/pull/6965#discussion_r529263752
##
File path: python/tvm/relay/backend/compile_engine.py
##
@@ -186,6 +186,11 @@ def select_implementation(op, attrs, inputs, out_type,
target,
areusch commented on pull request #6948:
URL: https://github.com/apache/incubator-tvm/pull/6948#issuecomment-732693961
@tqchen @liangfu @u99127 @manupa-arm @tom-gall
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mbaret commented on a change in pull request #6899:
URL: https://github.com/apache/incubator-tvm/pull/6899#discussion_r528696443
##
File path: python/tvm/relay/qnn/op/legalizations.py
##
@@ -46,6 +52,25 @@ def qnn_conv2d_legalize(attrs, inputs, types):
return None
+#
manupa-arm opened a new pull request #6950:
URL: https://github.com/apache/incubator-tvm/pull/6950
* Current flow uses saves the module as a c source and compiles it
seperately. This blocks multi-module compilation.
* This patch upgrades it to use export_library which supports external
tqchen commented on a change in pull request #6917:
URL: https://github.com/apache/incubator-tvm/pull/6917#discussion_r528718197
##
File path: src/target/llvm/codegen_params.cc
##
@@ -0,0 +1,151 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more
giuseros commented on a change in pull request #6899:
URL: https://github.com/apache/incubator-tvm/pull/6899#discussion_r528801570
##
File path: tests/python/frontend/tflite/test_forward.py
##
@@ -1124,53 +1126,124 @@ def _test_transpose_conv(tensor_in_sizes,
filter_in_sizes,
d-smirnov commented on a change in pull request #6655:
URL: https://github.com/apache/incubator-tvm/pull/6655#discussion_r528759768
##
File path: src/relay/transforms/annotate_target.cc
##
@@ -128,14 +143,32 @@ class AnnotateTargetRewriter : public ExprRewriter {
*
d-smirnov commented on a change in pull request #6655:
URL: https://github.com/apache/incubator-tvm/pull/6655#discussion_r528787976
##
File path: src/relay/transforms/annotate_target.cc
##
@@ -146,13 +179,19 @@ class AnnotateTargetRewriter : public ExprRewriter {
//
giuseros commented on a change in pull request #6949:
URL: https://github.com/apache/incubator-tvm/pull/6949#discussion_r528806931
##
File path: python/tvm/relay/frontend/tensorflow.py
##
@@ -1599,6 +1599,9 @@ def _impl(inputs, attr, params, mod):
data_shape =
d-smirnov commented on a change in pull request #6655:
URL: https://github.com/apache/incubator-tvm/pull/6655#discussion_r528697334
##
File path: src/relay/transforms/annotate_target.cc
##
@@ -128,14 +143,32 @@ class AnnotateTargetRewriter : public ExprRewriter {
*
d-smirnov commented on a change in pull request #6655:
URL: https://github.com/apache/incubator-tvm/pull/6655#discussion_r528775498
##
File path: src/relay/transforms/annotate_target.cc
##
@@ -161,8 +200,9 @@ class AnnotateTargetRewriter : public ExprRewriter {
const
d-smirnov commented on a change in pull request #6655:
URL: https://github.com/apache/incubator-tvm/pull/6655#discussion_r528788103
##
File path: src/relay/transforms/annotate_target.cc
##
@@ -93,18 +106,20 @@ class AnnotateTargetRewriter : public ExprRewriter {
if
areusch commented on a change in pull request #6917:
URL: https://github.com/apache/incubator-tvm/pull/6917#discussion_r528806349
##
File path: src/target/llvm/codegen_params.cc
##
@@ -0,0 +1,151 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more
mbaret commented on a change in pull request #6907:
URL: https://github.com/apache/incubator-tvm/pull/6907#discussion_r528691885
##
File path: python/tvm/topi/arm_cpu/tensor_intrin.py
##
@@ -447,28 +97,317 @@ def gemm_quantized(M, N, K, unroll, interleave, in_type,
out_type):
kparzysz-quic commented on a change in pull request #6917:
URL: https://github.com/apache/incubator-tvm/pull/6917#discussion_r528746281
##
File path: src/target/llvm/codegen_params.cc
##
@@ -0,0 +1,172 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ *
tom-gall opened a new pull request #6957:
URL: https://github.com/apache/incubator-tvm/pull/6957
with -march= is missing.
This fix:
1) adds support for march
2) picks a senable setting for f746 discovery
There is an interesting downside to this fix involving scheduling
manupa-arm edited a comment on pull request #6950:
URL: https://github.com/apache/incubator-tvm/pull/6950#issuecomment-732372088
@comaniac , Likewise this is also for demonstration purpose but in the uTVM
contex. i.e., if we can annotate and offload a set of operations and produce a
d-smirnov commented on a change in pull request #6655:
URL: https://github.com/apache/incubator-tvm/pull/6655#discussion_r528967519
##
File path: src/relay/transforms/annotate_target.cc
##
@@ -61,20 +67,27 @@ class AnnotateTargetRewriter : public ExprRewriter {
std::pair>
tqchen commented on pull request #6959:
URL: https://github.com/apache/incubator-tvm/pull/6959#issuecomment-732405908
In that case the function will need to be registered at the startup time of
libtvm (since the popen worker also import tvm during startup). Otherwise it
won't be available
tqchen edited a comment on pull request #6959:
URL: https://github.com/apache/incubator-tvm/pull/6959#issuecomment-732405908
In that case the function will need to be registered at the startup time of
libtvm (since the popen worker also import tvm during startup). Otherwise it
won't be
tqchen commented on pull request #6953:
URL: https://github.com/apache/incubator-tvm/pull/6953#issuecomment-732434059
It might be helpful to discuss a scenario when this happens. Since in many
cases we would indeed want to abort, as opposed to retry when an interrupt
happens
tqchen commented on a change in pull request #6953:
URL: https://github.com/apache/incubator-tvm/pull/6953#discussion_r528996912
##
File path: src/support/socket.h
##
@@ -68,6 +68,28 @@ static inline int poll(struct pollfd* pfd, int nfds, int
timeout) {
namespace tvm {
tqchen merged pull request #6947:
URL: https://github.com/apache/incubator-tvm/pull/6947
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tqchen pushed a commit to branch main
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git
The following commit(s) were added to refs/heads/main by this push:
new 1541c76 [µTVM] Remove binutils module, no
d-smirnov commented on a change in pull request #6655:
URL: https://github.com/apache/incubator-tvm/pull/6655#discussion_r528781372
##
File path: src/relay/transforms/annotate_target.cc
##
@@ -203,16 +242,18 @@ class AnnotateTargetRewriter : public ExprRewriter {
}
comaniac commented on a change in pull request #6945:
URL: https://github.com/apache/incubator-tvm/pull/6945#discussion_r528923005
##
File path: tutorials/auto_scheduler/tune_network_cuda.py
##
@@ -186,7 +189,9 @@ def run_tuning():
print("Begin tuning...")
merrymercy commented on a change in pull request #6945:
URL: https://github.com/apache/incubator-tvm/pull/6945#discussion_r528946151
##
File path: tutorials/auto_scheduler/tune_network_cuda.py
##
@@ -168,6 +168,10 @@ def get_network(name, batch_size, layout="NHWC",
tqchen commented on pull request #6959:
URL: https://github.com/apache/incubator-tvm/pull/6959#issuecomment-732382694
cc @merrymercy @tkonolige @junrushao1994
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tqchen commented on pull request #6959:
URL: https://github.com/apache/incubator-tvm/pull/6959#issuecomment-732391402
Additional note: the system overhead of the popen pool and multiprocess.Pool
is around 1e-4 sec/item. Which means they can be used to perform heavy duty
tasks like
tkonolige commented on pull request #6959:
URL: https://github.com/apache/incubator-tvm/pull/6959#issuecomment-732394788
How does this work when a user registers a function? Will the registered
function be available in the subprocess?
areusch commented on a change in pull request #6950:
URL: https://github.com/apache/incubator-tvm/pull/6950#discussion_r528914198
##
File path: python/tvm/micro/build.py
##
@@ -162,7 +158,12 @@ def build_static_runtime(
libs.append(compiler.library(lib_build_dir,
tqchen edited a comment on pull request #6959:
URL: https://github.com/apache/incubator-tvm/pull/6959#issuecomment-732405908
In that case the function will need to be registered at the startup time of
libtvm (since the popen worker also import tvm during startup). Otherwise it
won't be
tqchen edited a comment on pull request #6959:
URL: https://github.com/apache/incubator-tvm/pull/6959#issuecomment-732405908
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tqchen edited a comment on pull request #6959:
URL: https://github.com/apache/incubator-tvm/pull/6959#issuecomment-732405908
In that case the function will need to be registered at the startup time
when tvm is imported (since the popen worker also import tvm during startup).
Otherwise it
tom-gall opened a new pull request #6961:
URL: https://github.com/apache/incubator-tvm/pull/6961
The destination of the strncpy has to be larger then the source, otherwise
specified bound 1024 equals destination size [-Werror=stringop-truncation]
will occur.
Signed-off-by: Tom
hypercubestart opened a new pull request #6963:
URL: https://github.com/apache/incubator-tvm/pull/6963
fix #6962 , replaces the "." character from modules imported using the
darknet frontend, which is unparsable by the relay parser. Replaces with the
"_" character.
cc: @jroesch
comaniac commented on pull request #6945:
URL: https://github.com/apache/incubator-tvm/pull/6945#issuecomment-732359484
@merrymercy @FrozenGene PTAL.
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comaniac opened a new pull request #6958:
URL: https://github.com/apache/incubator-tvm/pull/6958
Fix the problem reported by
https://discuss.tvm.apache.org/t/mergecomposite-error-when-defining-custom-pattern/8505
This is an
tqchen opened a new pull request #6959:
URL: https://github.com/apache/incubator-tvm/pull/6959
PopenPoolExecutor implements a ProcessPoolExecutor backed by popen.
- Only handles invoking functions in tvm namespace.
- Unlike multiprocessing, does not require __main__ block,
mbaret merged pull request #6907:
URL: https://github.com/apache/incubator-tvm/pull/6907
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mbaret pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 1541c76 [µTVM] Remove binutils module, no longer needed after
microTVM refactor. (#6947)
add 5423ffe
mbaret commented on pull request #6899:
URL: https://github.com/apache/incubator-tvm/pull/6899#issuecomment-732404232
cc @siju-samuel @FrozenGene if you're interested
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tqchen edited a comment on pull request #6959:
URL: https://github.com/apache/incubator-tvm/pull/6959#issuecomment-732405908
In that case the function will need to be registered at the startup time
when tvm is imported (since the popen worker also import tvm during startup).
Otherwise it
hypercubestart opened a new issue #6962:
URL: https://github.com/apache/incubator-tvm/issues/6962
The module generated from the code in this tutorial:
https://tvm.apache.org/docs/tutorials/frontend/from_darknet.html
causes the following error when parsed by:
```
import tvm
comaniac opened a new pull request #6956:
URL: https://github.com/apache/incubator-tvm/pull/6956
Fix the issue that auto_scheduler selects the implementation based on
AutoTVM logs.
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manupa-arm commented on pull request #6950:
URL: https://github.com/apache/incubator-tvm/pull/6950#issuecomment-732372088
@comaniac , Likewise this is also for demonstration purpose but in the uTVM
contex. i.e., if we can annotate and offload a set of operations and produce a
c-source
comaniac commented on a change in pull request #6950:
URL: https://github.com/apache/incubator-tvm/pull/6950#discussion_r528963561
##
File path: src/relay/backend/contrib/codegen_c/codegen_c.h
##
@@ -235,14 +289,14 @@ class CodegenCBase {
continue;
}
mbaret commented on pull request #6907:
URL: https://github.com/apache/incubator-tvm/pull/6907#issuecomment-732401816
This is now merged, thanks @giuseros !
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tqchen edited a comment on pull request #6959:
URL: https://github.com/apache/incubator-tvm/pull/6959#issuecomment-732405908
In that case the function will need to be registered at the startup time
when tvm is imported (since the popen worker also import tvm during startup).
Otherwise it
tqchen edited a comment on pull request #6959:
URL: https://github.com/apache/incubator-tvm/pull/6959#issuecomment-732405908
In that case the function will need to be registered at the startup time
when tvm is imported (since the popen worker also import tvm during startup).
Otherwise it
tqchen edited a comment on pull request #6959:
URL: https://github.com/apache/incubator-tvm/pull/6959#issuecomment-732405908
In that case the function will need to be registered at the startup time
when tvm is imported (since the popen worker also import tvm during startup).
Otherwise it
tom-gall opened a new issue #6960:
URL: https://github.com/apache/incubator-tvm/issues/6960
When building the micro tvm runtime with Zephyr
Including boilerplate (Zephyr base):
/lkft/tgall/zephyrproject/zephyr/cmake/app/boilerplate.cmake
In file included from
tom-gall commented on issue #6960:
URL: https://github.com/apache/incubator-tvm/issues/6960#issuecomment-732414013
@areusch - minor bug
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comaniac commented on a change in pull request #6655:
URL: https://github.com/apache/incubator-tvm/pull/6655#discussion_r528990741
##
File path: src/relay/transforms/annotate_target.cc
##
@@ -61,20 +67,27 @@ class AnnotateTargetRewriter : public ExprRewriter {
std::pair>
d-smirnov commented on a change in pull request #6655:
URL: https://github.com/apache/incubator-tvm/pull/6655#discussion_r528787976
##
File path: src/relay/transforms/annotate_target.cc
##
@@ -146,13 +179,19 @@ class AnnotateTargetRewriter : public ExprRewriter {
//
comaniac commented on pull request #6950:
URL: https://github.com/apache/incubator-tvm/pull/6950#issuecomment-732342167
I'm not familiar with uTVM. Out of curiosity, how uTVM uses BYOC codegen C?
I ask because BYOC codegen C is just for demonstration purpose so its
functionality is not
rkimball opened a new pull request #6952:
URL: https://github.com/apache/incubator-tvm/pull/6952
tvm minimum cmake is 3.2
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tom-gall opened a new issue #6954:
URL: https://github.com/apache/incubator-tvm/issues/6954
given:
TARGET = tvm.target.target.micro("stm32f746xx")
with tvm.transform.PassContext(
opt_level=3, config={"tir.disable_vectorize": True},
disabled_pass=["FuseOps"]
):
comaniac commented on a change in pull request #6655:
URL: https://github.com/apache/incubator-tvm/pull/6655#discussion_r528914573
##
File path: src/relay/transforms/annotate_target.cc
##
@@ -61,20 +67,27 @@ class AnnotateTargetRewriter : public ExprRewriter {
std::pair>
d-smirnov commented on a change in pull request #6655:
URL: https://github.com/apache/incubator-tvm/pull/6655#discussion_r528871200
##
File path: tests/python/relay/test_pass_annotate_target.py
##
@@ -212,9 +212,12 @@ def after():
mod = tvm.IRModule.from_expr(f)
manupa-arm commented on pull request #6950:
URL: https://github.com/apache/incubator-tvm/pull/6950#issuecomment-732326410
cc: @tqchen @areusch @zhiics @comaniac
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comaniac commented on a change in pull request #6655:
URL: https://github.com/apache/incubator-tvm/pull/6655#discussion_r528879637
##
File path: src/relay/transforms/annotate_target.cc
##
@@ -93,18 +106,20 @@ class AnnotateTargetRewriter : public ExprRewriter {
if
rkimball opened a new pull request #6953:
URL: https://github.com/apache/incubator-tvm/pull/6953
Long-running system calls like socket recv or send may be interrupted and
should be retried. If a call is interrupted errno is set to EINTR. Added
retry_call which retries a call in hopes of
codeislife99 opened a new pull request #6955:
URL: https://github.com/apache/incubator-tvm/pull/6955
This PR adds support for dynamic batch size for dense, conv , conv_transpose
and ops surrounding them
This is an
rkimball opened a new pull request #6951:
URL: https://github.com/apache/incubator-tvm/pull/6951
Minor comment cleanup
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comaniac commented on a change in pull request #6655:
URL: https://github.com/apache/incubator-tvm/pull/6655#discussion_r529032585
##
File path: src/relay/transforms/annotate_target.cc
##
@@ -61,20 +67,27 @@ class AnnotateTargetRewriter : public ExprRewriter {
std::pair>
areusch commented on a change in pull request #6917:
URL: https://github.com/apache/incubator-tvm/pull/6917#discussion_r529054684
##
File path: src/target/source/codegen_params.cc
##
@@ -0,0 +1,297 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or
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tqchen pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 5423ffe AArch64 base algorithm refactoring in LLVM (#6907)
add f2532fa Fix code to work with cmake 3.2
d-smirnov commented on a change in pull request #6655:
URL: https://github.com/apache/incubator-tvm/pull/6655#discussion_r529015930
##
File path: src/relay/transforms/annotate_target.cc
##
@@ -61,20 +67,27 @@ class AnnotateTargetRewriter : public ExprRewriter {
std::pair>
areusch commented on a change in pull request #6917:
URL: https://github.com/apache/incubator-tvm/pull/6917#discussion_r529046179
##
File path: src/target/source/codegen_params.cc
##
@@ -0,0 +1,297 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or
areusch commented on a change in pull request #6917:
URL: https://github.com/apache/incubator-tvm/pull/6917#discussion_r529046435
##
File path: src/target/source/codegen_params.cc
##
@@ -0,0 +1,297 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or
areusch commented on a change in pull request #6917:
URL: https://github.com/apache/incubator-tvm/pull/6917#discussion_r529054544
##
File path: src/target/source/codegen_params.cc
##
@@ -0,0 +1,297 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or
areusch commented on a change in pull request #6917:
URL: https://github.com/apache/incubator-tvm/pull/6917#discussion_r529055404
##
File path: src/target/llvm/codegen_llvm.cc
##
@@ -184,6 +188,90 @@ void CodeGenLLVM::AddFunctionInternal(const PrimFunc& f,
bool ret_void) {
areusch commented on a change in pull request #6917:
URL: https://github.com/apache/incubator-tvm/pull/6917#discussion_r529045831
##
File path: src/target/llvm/codegen_params.cc
##
@@ -0,0 +1,172 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more
areusch commented on pull request #6917:
URL: https://github.com/apache/incubator-tvm/pull/6917#issuecomment-732493735
@kparzysz-quic addressed those comments.
@manupa-arm @tqchen @ZihengJiang please take another look when you have a
minute and explicit approve if you're ok with this
zhiics commented on pull request #6951:
URL: https://github.com/apache/incubator-tvm/pull/6951#issuecomment-732636211
Thanks @rkimball, @comaniac
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zhiics merged pull request #6951:
URL: https://github.com/apache/incubator-tvm/pull/6951
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zhic pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 9d71cea [AutoScheduler] Task scheduler callbacks (#6945)
add b2e418c Cleanup comments (#6951)
No new
FrozenGene commented on a change in pull request #6917:
URL: https://github.com/apache/incubator-tvm/pull/6917#discussion_r529190766
##
File path: pyproject.toml
##
@@ -46,3 +46,95 @@ exclude = '''
)/
)
'''
+[tool.poetry]
+name = "incubator-tvm"
+version = "0.1.0"
areusch opened a new pull request #6964:
URL: https://github.com/apache/incubator-tvm/pull/6964
This PR adds a platform-specific timing function plus a device-side
implementation of RPCTimeEvaluator. In a follow-on, an AutoTVM test will be
added (there are a few different dependent PRs in
areusch commented on a change in pull request #6917:
URL: https://github.com/apache/incubator-tvm/pull/6917#discussion_r529196680
##
File path: src/relay/backend/build_module.cc
##
@@ -443,16 +456,35 @@ class RelayBuildModule : public runtime::ModuleNode {
auto
areusch commented on a change in pull request #6917:
URL: https://github.com/apache/incubator-tvm/pull/6917#discussion_r529196981
##
File path: src/target/source/codegen_params.cc
##
@@ -0,0 +1,297 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or
merrymercy opened a new pull request #6965:
URL: https://github.com/apache/incubator-tvm/pull/6965
Followup of #6956 .
The previous PR does not work for the cases where `select_implementation` is
during alter op layout in TOPI.
tqchen commented on a change in pull request #6917:
URL: https://github.com/apache/incubator-tvm/pull/6917#discussion_r529091748
##
File path: src/target/source/codegen_params.cc
##
@@ -0,0 +1,214 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or
tqchen commented on pull request #6963:
URL: https://github.com/apache/incubator-tvm/pull/6963#issuecomment-732515210
opencv is only available in ci-gpu but not ci-cpu
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areusch commented on pull request #6917:
URL: https://github.com/apache/incubator-tvm/pull/6917#issuecomment-732517715
@tqchen it seems like the main benefit is supporting bfloat16...i'd like to
argue that's out of scope for this PR. further, we don't really have a
big-endian board handy
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comaniac pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from f2532fa Fix code to work with cmake 3.2 (#6952)
add 4191ae5 [PatternLang] Remove unnecessary check
comaniac merged pull request #6958:
URL: https://github.com/apache/incubator-tvm/pull/6958
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tqchen commented on pull request #6953:
URL: https://github.com/apache/incubator-tvm/pull/6953#issuecomment-732435998
cc @areusch
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areusch edited a comment on pull request #6953:
URL: https://github.com/apache/incubator-tvm/pull/6953#issuecomment-732439367
hey @rkimball one case where this may occur is a Ctrl+C-triggered SIGINT.
are you encountering that case? if so, this is the mechanism by which we decide
to
areusch commented on pull request #6953:
URL: https://github.com/apache/incubator-tvm/pull/6953#issuecomment-732439367
hey @rkimball one case where this may occur is a Ctrl+C-triggered SIGINT.
are you encountering that case? if so, this is the mechanism by which we decide
to terminate TVM
tqchen merged pull request #6952:
URL: https://github.com/apache/incubator-tvm/pull/6952
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tqchen commented on a change in pull request #6917:
URL: https://github.com/apache/incubator-tvm/pull/6917#discussion_r529090811
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+ * Licensed to the Apache Software Foundation (ASF) under one
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tqchen commented on pull request #6917:
URL: https://github.com/apache/incubator-tvm/pull/6917#issuecomment-732512517
I still think we can print all values by their bits and print via uint.
Unless there is a very strange endian being used. It would also helps us to
support types that are
areusch commented on a change in pull request #6917:
URL: https://github.com/apache/incubator-tvm/pull/6917#discussion_r529096993
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+ * or
comaniac merged pull request #6956:
URL: https://github.com/apache/incubator-tvm/pull/6956
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comaniac commented on pull request #6956:
URL: https://github.com/apache/incubator-tvm/pull/6956#issuecomment-732542593
Thanks @merrymercy
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comaniac pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 4191ae5 [PatternLang] Remove unnecessary check (#6958)
add 48f9135 [Bugfix][AutoScheduler] Strictly
alter-xp commented on a change in pull request #6949:
URL: https://github.com/apache/incubator-tvm/pull/6949#discussion_r529162488
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File path: python/tvm/relay/frontend/tensorflow.py
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@@ -1599,6 +1599,9 @@ def _impl(inputs, attr, params, mod):
data_shape =
merrymercy merged pull request #6945:
URL: https://github.com/apache/incubator-tvm/pull/6945
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