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Posted to commits@tvm.apache.org by le...@apache.org on 2022/08/03 10:44:41 UTC
[tvm] branch ci-docker-staging updated (112c37eda3 -> 1beb0c19c5)
This is an automated email from the ASF dual-hosted git repository.
leandron pushed a change to branch ci-docker-staging
in repository https://gitbox.apache.org/repos/asf/tvm.git
discard 112c37eda3 Update Jenkins ci_arm, ci_cpu, ci_gpu, ci_qemu to use 20220725-085822-8ae520b1b
discard 2bcf79b059 This is PR #12130.
discard bd4c900925 [TFLite][CI] Update TensorFlow dependency to 2.9.1
add 421f9d756a [ci] Skip broken android_rpc failures (#12192)
add 5711c35ae0 [TIR Pass] decouple flatten buffer to lower opaque block pass and flatten buffer. (#12172)
add 97269fa479 Update to 0.10.0 (#12190)
add 584b0f31d8 [TVMScript] ExprDoc (#12048)
add 03aed787df [microTVM] Fix timeout of -1 breaking Arduino transport (#12189)
add ca30e5e2e4 TIR Schedule primitive - decompose_padding (#12174)
add 88bbb40540 fix pooling documents (#12201)
add c94ebf9206 [runtime][hexagon] improved file-copy logic (#12194)
add 69dc721759 [hexagon][testing] filesystem-friendly test IDs (#12195)
add 98d5feb297 [docs] Update tlcpack-sphinx-addon (#12188)
add 96b151751a [OpenCL] Fix profiling hang for OpenCL device (#12173)
add 85aa597245 [JIT] Force finalization of JITed code, expose sf/hf runtime functions (#12187)
add ae3e2a8537 Use std::move to avoid warnings on clang-13 (#12196)
add 465b579e3b [ci][docker] Use RFC image tags only (#11938)
add 7b6cb60fcb [Target] Improve string interpretation in Target creation (#12152)
add 10b81c274f [ci][lint] Consolidate image lookup logic (#12206)
add fcec5f4a76 [TVMScript] StmtDoc Definitions (#12111)
add c35c9fd3a5 [Relay][PyTorch] Add aten::lerp (#12167)
add 4bcaecf979 [Adreno] Fix winograd tests and accuracy (#12202)
add 724764ae40 [TFLite] Fix _test_tflite2_quantized_depthwise_convolution is unused (#12145)
add 1131c92233 [TVMScript] StmtDoc Printing (#12112)
add ee319d9d23 [MetaSchedule] Integration test for CUDA AutoTensorization (#12142)
add 06748583eb [ci] Fix docker post-merge builds on main (#12210)
add 3c737fbd5b [TIR] Asynchronous stage in software pipeline (#12171)
add ebbce649f0 [microTVM][tutorial] AOT host-driven tutorial with TFLite model (#12182)
add cfefa90a96 [Adreno] Update conv2d_nhwc test to use winograd (#12214)
add 195e60b97a [FIX,ROOFLINE] Handle mismatched compiled and TIR hash (#12219)
add 9a4d80c5fe Removing header arm_math.h which has disappeared after CMSIS upgrade (#12217)
add 578ef035b2 Fix comments. (#12220)
add aeda760e5e [TIR] Disallow unused rhs vars in GetAutoTensorizeMapping (#12225)
add d183a4f306 [microTVM][Zephyr][projectAPI] Minimize project build commands (#12209)
add d19570fb23 [UX] highlight tvm script (#12197)
add c6d733a7eb [TOPI][HEXAGON] Implement depthwise conv2d slice op. (#12218)
add e7e29b450b [ci] Fix build android rpc failure (#12216)
add 2b3e1eb3f5 [ci] Reinstall junintparser after zephyr deps (#12226)
add db4380cf41 [ci][docker] create Dockerfile.ci_riscv (#12230)
add dff5c975a0 Deploy the Pretrained Model on Jetson Nano (#11037)
add fb87c21bf8 remove duplicated cast op when lowering qnn.requantize op in float mode (#12234)
add 12dcfd70ef [AutoSchedule] Fix misusage of an already-moved object (#12239)
add c0a3da84bc [Relay][VM] Fix an ICHECK which never fails in ctor of VMFunction (#12241)
add e756980b41 [UX][TVMSciprt] Use HTML formatter in notebook environments (#12240)
add 961a7c70d7 [ROOFLINE] Add CUDA support to roofline analysis (#12205)
add 9f16b607c8 [TVMScript] Doc Definition (#12244)
add 1d39f2c974 [FQ2I] fix unary op output affine type in fq2i (#12224)
add 42dd6afa97 [MetaSchedule][Test] Add unittests for GMM (#12243)
add 66a1b9f392 fix bug: KeyError, can't find some parameter key (#12211)
add a231a1d724 [Fix] Fix some errors in unittests (#12245)
add ea0e29f425 [MetaSchedule][Test] Add unittests for GRP (#12246)
add 1d1fc08367 [Fix] Minor modification in unittests (#12247)
add a842449d23 [MetaSchedule][Test] Add unittests for T2D (#12249)
add c07d77f99c [BYOC-DNNL] add post_sum pattern (#12151)
add d332eb3749 [MetaSchedule][Test] Add unittests for NRM (#12250)
add 834e998618 [TVMScript] Python Expression Precedence (#12148)
add 12502cc835 [MetaSchedule][Test] Add unittests for SFM (#12251)
add a49273e050 Enable conv family fused with mish (#12228)
add a5d7dfa583 [FIX,TIR] Handle LetStmt in EstimateTIRFLops (#12138)
add 4ec8683fb6 [MetaSchedule][Test] Add unittests for CBR (#12252)
add d2d3010dc6 [CPP-RPC] Fix GetPath to use relative file path (#12242)
add 397ff562f6 [CI] Add setup-pytest-env.sh call to task_demo_microtvm.sh (#12260)
add e2d139af9d [microTVM][ARM] Enable tests that were skipped unintentionally (#12223)
add a129b921ef [MetaSchedule][Test] Add unittests for TBG (#12262)
add c2ec95616e [Fq2i][ fix output type on fq2i binary ops with constant inputs (#12236)
add b723d22b36 [docs] Update installation instructions (#12269)
add bca0385862 [UnitTest][TIR] Testing utility for before/after transform tests (#12264)
add 7b72c4e0a5 Hide registration errors in `test_myfloat` (#12268)
add bc91978362 [Arith] Handle bitwise_and with power of 2 in modular set (#12272)
add 0261b8ed8b [MetaSchedule][Minor] Fix Median Number (#12273)
add 4a6d655561 [Pylint] Making hexagon tests pylint compliant Part 2 of N (#12176)
add d3d1038e15 [ci][docker] Update GPU image (#12265)
add ab1d95b984 [TensorFlow] Disable failing tests on AArch64 (#12257)
add d10a7d186e [ONNX] Disable failing tests on AArch64 (#12256)
add 19644bce3b [Pytorch] Disable failing tests on AArch64 (#12255)
add a9df801543 [ETHOSN] Upgrade NPU driver stack to v22.05 (#11759)
add 759a648cd5 [TVMC] Only load extra targets when there are workspace pools (#12253)
add b05dca1f19 [Adreno] Add markup pass of relay tensors for static texture planning (#11878)
add 2bfd52f885 [Docker] Update onnxoptimizer to 0.2.7 (#12278)
add a5ff7c05de [CI] Shard Qemu python tests (#12258)
add 1da66d7df2 [MetaSchedule] Check auto tensorization applicability in MultiLevelTilingWithIntrin (#12263)
add b8893b557a [Relay][Op] Trilu operator implementation (#12124)
add f0650986ad Revert "[CI] Fix build android rpc failure in CI" (#12277)
add 1ca07438e0 [release] Add script to gather PRs for a release (#11987)
add aa0d2bb098 [microTVM]Fix dense_dsp schedule in autotuning (#12271)
add fefc27f261 [ci] Specify permissions for tvm bot (#11937)
add 85624ff667 [ci][docker] Fix deploy to tlcpackstaging on Docker Hub (#12282)
new ff30307397 Update TensorFlow to release 2.9
new 1beb0c19c5 Add #12130 PR for testing.
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Summary of changes:
.github/workflows/main.yml | 18 +-
.github/workflows/tvmbot.yml | 8 +
Jenkinsfile | 339 ++++-
NOTICE | 2 +-
apps/cpp_rpc/rpc_env.cc | 4 +-
apps/microtvm/arduino/template_project/boards.json | 5 +-
.../template_project/CMakeLists.txt.template | 2 +-
.../zephyr/template_project/microtvm_api_server.py | 94 +-
ci/jenkins/Deploy.groovy.j2 | 8 +-
ci/jenkins/DockerBuild.groovy.j2 | 2 +-
ci/jenkins/Jenkinsfile.j2 | 14 +-
ci/jenkins/Prepare.groovy.j2 | 1 +
ci/jenkins/Test.groovy.j2 | 44 +-
conda/recipe/meta.yaml | 2 +-
docker/Dockerfile.ci_cpu | 3 +
docker/Dockerfile.ci_qemu | 3 -
docker/{Dockerfile.ci_qemu => Dockerfile.ci_riscv} | 38 +-
docker/build.sh | 2 +-
docker/dev_common.sh | 8 +-
.../install/ubuntu_install_ethosn_driver_stack.sh | 2 +-
docker/install/ubuntu_install_onnx.sh | 2 +-
docker/install/ubuntu_install_python_package.sh | 3 +-
.../install/ubuntu_install_tensorflow_aarch64.sh | 14 +-
docker/install/ubuntu_install_vela.sh | 2 +-
docker/install/ubuntu_install_zephyr.sh | 4 +
docs/conf.py | 3 +-
docs/contribute/release_process.rst | 44 +-
docs/install/docker.rst | 21 +-
docs/install/index.rst | 23 +-
docs/install/tlcpack.rst | 24 -
...oy_model_on_rasp.py => deploy_model_on_nano.py} | 54 +-
gallery/how_to/work_with_microtvm/micro_aot.py | 180 +++
gallery/how_to/work_with_microtvm/micro_tvmc.sh | 14 +-
include/tvm/relay/attrs/transform.h | 9 +
include/tvm/relay/transform.h | 5 +
include/tvm/runtime/builtin_fp16.h | 2 +
include/tvm/runtime/c_runtime_api.h | 2 +-
include/tvm/runtime/vm/vm.h | 2 +-
include/tvm/script/printer/doc.h | 988 +++++++++++++
include/tvm/tir/schedule/schedule.h | 9 +
include/tvm/tir/stmt.h | 27 +
include/tvm/tir/transform.h | 11 +-
python/tvm/_ffi/libinfo.py | 2 +-
python/tvm/driver/tvmc/workspace_pools.py | 20 +-
python/tvm/ir/module.py | 15 +
python/tvm/meta_schedule/default_config.py | 52 +
.../tvm/meta_schedule/testing/space_generation.py | 16 +-
python/tvm/meta_schedule/testing/te_workload.py | 2 +-
python/tvm/meta_schedule/testing/tlcbench.py | 3 +-
python/tvm/meta_schedule/tune.py | 2 +-
python/tvm/micro/testing/evaluation.py | 4 +-
python/tvm/relay/frontend/onnx.py | 15 +
python/tvm/relay/frontend/paddlepaddle.py | 2 +-
python/tvm/relay/frontend/pytorch.py | 44 +-
python/tvm/relay/op/_transform.py | 4 +
python/tvm/relay/op/contrib/dnnl.py | 117 +-
python/tvm/relay/op/contrib/ethosn.py | 7 +
python/tvm/relay/op/op_attrs.py | 5 +
python/tvm/relay/op/strategy/arm_cpu.py | 10 +-
python/tvm/relay/op/strategy/generic.py | 28 +
python/tvm/relay/op/transform.py | 43 +
.../transform/fake_quantization_to_integer.py | 4 +-
python/tvm/script/highlight.py | 146 ++
python/tvm/script/printer/_ffi_api.py | 2 +-
python/tvm/script/printer/doc.py | 444 +++++-
python/tvm/script/printer/doc_core.py | 1140 +++++++++++++++
python/tvm/script/printer/doc_printer.py | 5 +-
python/tvm/script/tir/intrin.py | 5 +
python/tvm/script/tir/scope_handler.py | 10 +-
python/tvm/testing/utils.py | 219 ++-
python/tvm/tir/function.py | 13 +
python/tvm/tir/schedule/schedule.py | 78 +
python/tvm/tir/transform/transform.py | 16 +-
python/tvm/topi/adreno/conv2d_nchw.py | 19 +-
python/tvm/topi/adreno/conv2d_nhwc.py | 16 +-
python/tvm/topi/adreno/conv2d_winograd_common.py | 16 +-
python/tvm/topi/arm_cpu/dense.py | 12 +-
.../arm_cpu/mprofile/dsp/micro_kernel/common.py | 1 -
python/tvm/topi/hexagon/slice_ops/__init__.py | 1 +
python/tvm/topi/hexagon/slice_ops/dwconv2d.py | 162 +++
python/tvm/topi/nn/pooling.py | 9 +
python/tvm/topi/transform.py | 58 +
python/tvm/utils/__init__.py | 2 +-
.../utils/{roofline.py => roofline/__init__.py} | 270 +---
python/tvm/utils/roofline/cuda.py | 236 +++
python/tvm/utils/roofline/registry.py | 83 ++
python/tvm/utils/roofline/x86.py | 254 ++++
src/arith/modular_set.cc | 13 +
src/auto_scheduler/search_policy/sketch_policy.cc | 2 +-
src/driver/driver_api.cc | 1 +
.../postproc/rewrite_parallel_vectorize_unroll.cc | 13 +-
src/meta_schedule/postproc/verify_gpu_code.cc | 1 +
src/meta_schedule/schedule_rule/auto_bind.cc | 3 +
.../multi_level_tiling_with_intrin.cc | 28 +-
.../space_generator/post_order_apply.cc | 2 +-
src/meta_schedule/utils.h | 2 +-
src/relay/backend/build_module.cc | 1 +
src/relay/backend/contrib/ethosn/codegen.cc | 2 -
src/relay/backend/contrib/ethosn/codegen_ethosn.h | 2 -
.../backend/contrib/ethosn/ethosn_api_version.h | 3 +
src/relay/backend/vm/manifest_lifetimes.cc | 2 +-
src/relay/op/tensor/transform.cc | 50 +
src/relay/qnn/op/requantize.cc | 5 +-
src/relay/quantize/calibrate.cc | 2 +-
src/relay/transforms/annotate_texture_storage.cc | 523 +++++++
src/relay/transforms/device_planner.cc | 2 +-
src/runtime/builtin_fp16.cc | 3 +
src/runtime/contrib/dnnl/dnnl_json_runtime.cc | 18 +-
src/runtime/contrib/ethosn/ethosn_device.cc | 11 +-
src/runtime/file_utils.cc | 22 +-
src/runtime/file_utils.h | 8 +
.../graph_executor/debug/graph_executor_debug.cc | 2 +-
src/runtime/hexagon/hexagon_module.cc | 5 +-
src/runtime/opencl/opencl_common.h | 33 +-
src/runtime/opencl/opencl_device_api.cc | 2 +
src/script/printer/base_doc_printer.cc | 42 +
src/script/printer/base_doc_printer.h | 105 ++
src/script/printer/doc.cc | 317 ++++
src/script/printer/python_doc_printer.cc | 567 +++++++-
src/target/llvm/llvm_module.cc | 6 +
src/target/source/codegen_cuda.cc | 20 +
src/target/target.cc | 258 +++-
src/te/operation/create_primfunc.cc | 2 +-
src/tir/analysis/estimate_flops.cc | 6 +
src/tir/ir/specialize.cc | 1 +
src/tir/schedule/analysis.h | 10 +
src/tir/schedule/analysis/analysis.cc | 35 +-
src/tir/schedule/concrete_schedule.cc | 9 +
src/tir/schedule/concrete_schedule.h | 2 +
src/tir/schedule/error.h | 32 +-
src/tir/schedule/ir_comparator.cc | 11 +-
src/tir/schedule/primitive.h | 11 +
src/tir/schedule/primitive/blockize_tensorize.cc | 2 +-
src/tir/schedule/primitive/cache_read_write.cc | 6 +-
src/tir/schedule/primitive/decompose_padding.cc | 574 ++++++++
src/tir/schedule/primitive/reduction.cc | 27 +-
src/tir/schedule/schedule.cc | 5 +
src/tir/schedule/traced_schedule.cc | 12 +
src/tir/schedule/traced_schedule.h | 2 +
src/tir/transforms/flatten_buffer.cc | 139 +-
src/tir/transforms/inject_software_pipeline.cc | 448 +++++-
src/tir/transforms/ir_utils.cc | 7 +
src/tir/transforms/ir_utils.h | 5 +
.../{flatten_buffer.cc => lower_opaque_block.cc} | 139 +-
src/tir/transforms/remove_no_op.cc | 16 +
.../remove_weight_layout_rewrite_block.cc | 2 +-
src/tir/transforms/tensorcore_infer_fragment.cc | 15 +-
src/tir/transforms/thread_storage_sync.cc | 45 +
src/tir/usmp/transform/assign_pool_info.cc | 4 +-
tests/cpp-runtime/opencl/opencl_timer_test.cc | 61 +
tests/cpp/target_test.cc | 86 ++
tests/lint/pylint.sh | 8 +
tests/micro/arduino/test_arduino_workflow.py | 2 +-
tests/micro/common/test_tvmc.py | 44 +-
tests/python/ci/test_ci.py | 20 +-
tests/python/contrib/test_dnnl.py | 57 +-
tests/python/contrib/test_ethosn/infrastructure.py | 30 +-
tests/python/contrib/test_ethosn/test_conv2d.py | 7 +-
.../contrib/test_ethosn/test_fullyconnected.py | 7 +-
tests/python/contrib/test_ethosn/test_networks.py | 74 +-
tests/python/contrib/test_ethosn/test_split.py | 8 +
.../python/contrib/test_ethosn/test_topologies.py | 34 +-
tests/python/contrib/test_hexagon/pytest_util.py | 4 +-
tests/python/contrib/test_hexagon/test_autotvm.py | 38 +-
.../contrib/test_hexagon/test_cache_read_write.py | 100 +-
tests/python/contrib/test_hexagon/test_launcher.py | 161 +-
.../contrib/test_hexagon/test_maxpool2d_blocked.py | 86 +-
tests/python/contrib/test_hexagon/test_models.py | 15 +-
.../contrib/test_hexagon/test_run_unit_tests.py | 11 +-
.../contrib/test_hexagon/test_thread_pool.py | 13 +-
tests/python/contrib/test_hexagon/test_usmp.py | 22 +-
...test_conv2d_slice.py => test_dwconv2d_slice.py} | 143 +-
tests/python/driver/tvmc/test_workspace_pools.py | 16 +
tests/python/frontend/onnx/test_forward.py | 20 +-
tests/python/frontend/pytorch/test_forward.py | 30 +
tests/python/frontend/tensorflow/test_forward.py | 6 +-
tests/python/frontend/tflite/test_forward.py | 74 +-
.../test_meta_schedule_auto_tensorize.py | 101 +-
tests/python/relay/test_conv2d_nchw_texture.py | 629 +++++++-
tests/python/relay/test_conv2d_nhwc_texture.py | 18 +-
.../relay/test_depthwise_conv2d_nchw_texture.py | 4 +-
.../relay/test_depthwise_conv2d_nhwc_texture.py | 2 +-
tests/python/relay/test_op_level3.py | 29 +
.../test_pass_fake_quantization_to_integer.py | 52 +-
tests/python/relay/test_pass_partition_graph.py | 6 +-
tests/python/relay/utils/adreno_utils.py | 38 +-
tests/python/topi/python/test_topi_transform.py | 39 +
.../unittest/test_aot_legalize_packed_call.py | 12 +-
tests/python/unittest/test_arith_domain_touched.py | 4 +-
tests/python/unittest/test_arith_modular_set.py | 32 +-
tests/python/unittest/test_custom_datatypes.py | 7 +-
...ta_schedule_schedule_rule_multi_level_tiling.py | 22 +-
.../unittest/test_meta_schedule_space_cpu.py | 1530 ++++++++++++++++++++
.../unittest/test_meta_schedule_space_cuda.py | 736 ++++++++++
tests/python/unittest/test_roofline.py | 121 ++
tests/python/unittest/test_runtime_profiling.py | 98 --
.../test_tir_analysis_estimate_tir_flops.py | 16 +-
tests/python/unittest/test_tir_buffer.py | 1 +
tests/python/unittest/test_tir_intrin.py | 8 +-
.../python/unittest/test_tir_schedule_analysis.py | 24 +
.../test_tir_schedule_decompose_padding.py | 313 ++++
.../unittest/test_tir_transform_flatten_buffer.py | 261 +---
.../test_tir_transform_hoist_expression.py | 4 +-
.../test_tir_transform_inject_ptx_async_copy.py | 2 +
.../test_tir_transform_inject_software_pipeline.py | 469 +++++-
.../unittest/test_tir_transform_loop_partition.py | 1 +
...py => test_tir_transform_lower_opaque_block.py} | 131 +-
.../python/unittest/test_tir_transform_simplify.py | 38 +-
.../unittest/test_tir_transform_storage_flatten.py | 2 +-
.../unittest/test_tvm_testing_before_after.py | 83 ++
.../python/unittest/test_tvmscript_printer_doc.py | 488 ++++++-
.../unittest/test_tvmscript_printer_highlight.py | 47 +
.../test_tvmscript_printer_python_doc_printer.py | 1296 ++++++++++++++++-
tests/scripts/git_change_docker.sh | 3 +-
tests/scripts/git_utils.py | 9 +-
tests/scripts/github_tvmbot.py | 54 +-
tests/scripts/open_docker_update_pr.py | 6 +
tests/scripts/release/.gitignore | 5 +
tests/scripts/release/README.md | 43 +
tests/scripts/release/gather_prs.py | 216 +++
tests/scripts/release/list_rfcs.py | 75 +
tests/scripts/release/make_notes.py | 133 ++
tests/scripts/task_demo_microtvm.sh | 2 +
tests/scripts/task_python_microtvm.sh | 2 +
version.py | 2 +-
web/package.json | 2 +-
226 files changed, 15681 insertions(+), 2009 deletions(-)
copy docker/{Dockerfile.ci_qemu => Dockerfile.ci_riscv} (73%)
delete mode 100644 docs/install/tlcpack.rst
copy gallery/how_to/deploy_models/{deploy_model_on_rasp.py => deploy_model_on_nano.py} (84%)
create mode 100644 gallery/how_to/work_with_microtvm/micro_aot.py
create mode 100644 python/tvm/script/highlight.py
create mode 100644 python/tvm/script/printer/doc_core.py
create mode 100644 python/tvm/topi/hexagon/slice_ops/dwconv2d.py
rename python/tvm/utils/{roofline.py => roofline/__init__.py} (50%)
create mode 100644 python/tvm/utils/roofline/cuda.py
create mode 100644 python/tvm/utils/roofline/registry.py
create mode 100644 python/tvm/utils/roofline/x86.py
create mode 100644 src/relay/transforms/annotate_texture_storage.cc
create mode 100644 src/tir/schedule/primitive/decompose_padding.cc
copy src/tir/transforms/{flatten_buffer.cc => lower_opaque_block.cc} (56%)
create mode 100644 tests/cpp-runtime/opencl/opencl_timer_test.cc
copy tests/python/contrib/test_hexagon/topi/{test_conv2d_slice.py => test_dwconv2d_slice.py} (72%)
mode change 100755 => 100644
mode change 100644 => 100755 tests/python/frontend/pytorch/test_forward.py
mode change 100644 => 100755 tests/python/frontend/tensorflow/test_forward.py
create mode 100644 tests/python/unittest/test_roofline.py
create mode 100644 tests/python/unittest/test_tir_schedule_decompose_padding.py
copy tests/python/unittest/{test_tir_transform_flatten_buffer.py => test_tir_transform_lower_opaque_block.py} (67%)
create mode 100644 tests/python/unittest/test_tvm_testing_before_after.py
create mode 100644 tests/python/unittest/test_tvmscript_printer_highlight.py
create mode 100644 tests/scripts/release/.gitignore
create mode 100644 tests/scripts/release/README.md
create mode 100644 tests/scripts/release/gather_prs.py
create mode 100644 tests/scripts/release/list_rfcs.py
create mode 100644 tests/scripts/release/make_notes.py
[tvm] 02/02: Add #12130 PR for testing.
Posted by le...@apache.org.
This is an automated email from the ASF dual-hosted git repository.
leandron pushed a commit to branch ci-docker-staging
in repository https://gitbox.apache.org/repos/asf/tvm.git
commit 1beb0c19c5e128eaf2e2d0eaaffcd9cf6ba1abb2
Author: Leandro Nunes <le...@arm.com>
AuthorDate: Wed Aug 3 11:43:10 2022 +0100
Add #12130 PR for testing.
Change-Id: I4995377d4bb7df61cb8b92f50af01e9df623f0c4
---
python/tvm/relay/frontend/keras.py | 8 ++++---
tests/python/frontend/tflite/test_forward.py | 33 +++++++++++++++++++++-------
2 files changed, 30 insertions(+), 11 deletions(-)
diff --git a/python/tvm/relay/frontend/keras.py b/python/tvm/relay/frontend/keras.py
index 3f7a96544a..8c8a4a1ddc 100644
--- a/python/tvm/relay/frontend/keras.py
+++ b/python/tvm/relay/frontend/keras.py
@@ -635,9 +635,11 @@ def _convert_pooling(
_op.nn.global_max_pool2d(inexpr, **global_pool_params), keras_layer, etab, data_layout
)
if pool_type == "GlobalAveragePooling2D":
- return _convert_flatten(
- _op.nn.global_avg_pool2d(inexpr, **global_pool_params), keras_layer, etab, data_layout
- )
+ global_avg_pool2d = _op.nn.global_avg_pool2d(inexpr, **global_pool_params)
+ keep_dims = len(keras_layer.input.shape) == len(keras_layer.output.shape)
+ if keep_dims:
+ return global_avg_pool2d
+ return _convert_flatten(global_avg_pool2d, keras_layer, etab, data_layout)
pool_h, pool_w = keras_layer.pool_size
stride_h, stride_w = keras_layer.strides
params = {
diff --git a/tests/python/frontend/tflite/test_forward.py b/tests/python/frontend/tflite/test_forward.py
index 4284878396..894f4e0737 100644
--- a/tests/python/frontend/tflite/test_forward.py
+++ b/tests/python/frontend/tflite/test_forward.py
@@ -950,6 +950,10 @@ def _test_tflite2_quantized_convolution(
input_node = subgraph.Tensors(model_input).Name().decode("utf-8")
tflite_output = run_tflite_graph(tflite_model_quant, data)
+ if tf.__version__ < LooseVersion("2.9"):
+ input_node = data_in.name.replace(":0", "")
+ else:
+ input_node = "serving_default_" + data_in.name + ":0"
tvm_output = run_tvm_graph(tflite_model_quant, data, input_node)
tvm.testing.assert_allclose(
np.squeeze(tvm_output[0]), np.squeeze(tflite_output[0]), rtol=1e-2, atol=1e-2
@@ -1982,10 +1986,12 @@ def _test_abs(data, quantized, int_quant_dtype=tf.int8):
# TFLite 2.6.x upgrade support
if tf.__version__ < LooseVersion("2.6.1"):
in_node = ["serving_default_input_int8"]
- else:
+ elif tf.__version__ < LooseVersion("2.9"):
in_node = (
["serving_default_input_int16"] if int_quant_dtype == tf.int16 else ["tfl.quantize"]
)
+ else:
+ in_node = "serving_default_input"
tvm_output = run_tvm_graph(tflite_model_quant, data, in_node)
tvm.testing.assert_allclose(
@@ -2013,8 +2019,10 @@ def _test_rsqrt(data, quantized, int_quant_dtype=tf.int8):
tf.math.rsqrt, data, int_quant_dtype=int_quant_dtype
)
tflite_output = run_tflite_graph(tflite_model_quant, data)
- in_node = ["tfl.quantize"]
-
+ if tf.__version__ < LooseVersion("2.9"):
+ in_node = ["tfl.quantize"]
+ else:
+ in_node = "serving_default_input"
tvm_output = run_tvm_graph(tflite_model_quant, data, in_node)
tvm.testing.assert_allclose(
np.squeeze(tvm_output[0]), np.squeeze(tflite_output[0]), rtol=1e-5, atol=1e-2
@@ -2095,7 +2103,10 @@ def _test_cos(data, quantized, int_quant_dtype=tf.int8):
tf.math.cos, data, int_quant_dtype=int_quant_dtype
)
tflite_output = run_tflite_graph(tflite_model_quant, data)
- in_node = ["tfl.quantize"]
+ if tf.__version__ < LooseVersion("2.9"):
+ in_node = ["tfl.quantize"]
+ else:
+ in_node = "serving_default_input"
tvm_output = run_tvm_graph(tflite_model_quant, data, in_node)
tvm.testing.assert_allclose(
np.squeeze(tvm_output[0]), np.squeeze(tflite_output[0]), rtol=1e-5, atol=1e-2
@@ -3003,7 +3014,6 @@ def _test_quantize_dequantize(data):
add = tf.keras.layers.Add()([data_in, relu])
concat = tf.keras.layers.Concatenate(axis=0)([relu, add])
keras_model = tf.keras.models.Model(inputs=data_in, outputs=concat)
- input_name = data_in.name.split(":")[0]
# To create quantized values with dynamic range of activations, needs representative dataset
def representative_data_gen():
@@ -3013,7 +3023,11 @@ def _test_quantize_dequantize(data):
tflite_model_quant = _quantize_keras_model(keras_model, representative_data_gen, True, True)
tflite_output = run_tflite_graph(tflite_model_quant, data)
- tvm_output = run_tvm_graph(tflite_model_quant, data, input_name)
+ if tf.__version__ < LooseVersion("2.9"):
+ in_node = data_in.name.split(":")[0]
+ else:
+ in_node = "serving_default_" + data_in.name + ":0"
+ tvm_output = run_tvm_graph(tflite_model_quant, data, in_node)
tvm.testing.assert_allclose(
np.squeeze(tvm_output[0]), np.squeeze(tflite_output[0]), rtol=1e-5, atol=1e-2
)
@@ -3030,7 +3044,6 @@ def _test_quantize_dequantize_const(data):
add = tf.keras.layers.Add()([data, relu])
concat = tf.keras.layers.Concatenate(axis=0)([relu, add])
keras_model = tf.keras.models.Model(inputs=data_in, outputs=concat)
- input_name = data_in.name.split(":")[0]
# To create quantized values with dynamic range of activations, needs representative dataset
def representative_data_gen():
@@ -3040,7 +3053,11 @@ def _test_quantize_dequantize_const(data):
tflite_model_quant = _quantize_keras_model(keras_model, representative_data_gen, True, True)
tflite_output = run_tflite_graph(tflite_model_quant, data)
- tvm_output = run_tvm_graph(tflite_model_quant, data, input_name)
+ if tf.__version__ < LooseVersion("2.9"):
+ in_node = data_in.name.split(":")[0]
+ else:
+ in_node = "serving_default_" + data_in.name + ":0"
+ tvm_output = run_tvm_graph(tflite_model_quant, data, in_node)
tvm.testing.assert_allclose(
np.squeeze(tvm_output[0]), np.squeeze(tflite_output[0]), rtol=1e-5, atol=1e-2
)
[tvm] 01/02: Update TensorFlow to release 2.9
Posted by le...@apache.org.
This is an automated email from the ASF dual-hosted git repository.
leandron pushed a commit to branch ci-docker-staging
in repository https://gitbox.apache.org/repos/asf/tvm.git
commit ff30307397e83d1d4afc965439f1269538d0cefe
Author: Leandro Nunes <le...@arm.com>
AuthorDate: Mon May 23 11:55:08 2022 +0100
Update TensorFlow to release 2.9
Change-Id: I082bda0b84785abe75df2d6966793df022f14755
---
cmake/modules/contrib/TFLite.cmake | 2 ++
docker/Dockerfile.ci_cpu | 7 +++++++
docker/Dockerfile.ci_gpu | 3 +++
docker/build.sh | 2 +-
docker/install/ubuntu_install_cmake_source.sh | 4 ++--
docker/install/ubuntu_install_python_package.sh | 2 +-
docker/install/ubuntu_install_tensorflow.sh | 5 ++---
.../install/ubuntu_install_tensorflow_aarch64.sh | 23 ++--------------------
docker/install/ubuntu_install_tflite.sh | 13 ++++++++++--
tests/scripts/task_config_build_cpu.sh | 2 +-
10 files changed, 32 insertions(+), 31 deletions(-)
diff --git a/cmake/modules/contrib/TFLite.cmake b/cmake/modules/contrib/TFLite.cmake
index 3159710909..b8d6a0daff 100644
--- a/cmake/modules/contrib/TFLite.cmake
+++ b/cmake/modules/contrib/TFLite.cmake
@@ -38,8 +38,10 @@ if(NOT USE_TFLITE STREQUAL "OFF")
set(USE_TFLITE ${USE_TENSORFLOW_PATH}/tensorflow/lite/tools/make/gen/*/lib)
endif()
find_library(TFLITE_CONTRIB_LIB libtensorflow-lite.a ${USE_TFLITE})
+ file(GLOB_RECURSE TFLITE_DEPS "${USE_TFLITE}/*.a")
list(APPEND TVM_RUNTIME_LINKER_LIBS ${TFLITE_CONTRIB_LIB})
+ list(APPEND TVM_RUNTIME_LINKER_LIBS ${TFLITE_DEPS})
if (NOT USE_FLATBUFFERS_PATH STREQUAL "none")
include_directories(${USE_FLATBUFFERS_PATH}/include)
diff --git a/docker/Dockerfile.ci_cpu b/docker/Dockerfile.ci_cpu
index 2dc075d29b..0a30be246c 100644
--- a/docker/Dockerfile.ci_cpu
+++ b/docker/Dockerfile.ci_cpu
@@ -40,6 +40,9 @@ RUN bash /install/ubuntu_install_python_package.sh
COPY install/ubuntu1804_install_llvm.sh /install/ubuntu1804_install_llvm.sh
RUN bash /install/ubuntu1804_install_llvm.sh
+COPY install/ubuntu_install_cmake_source.sh /install/ubuntu_install_cmake_source.sh
+RUN bash /install/ubuntu_install_cmake_source.sh
+
COPY install/ubuntu_install_dnnl.sh /install/ubuntu_install_dnnl.sh
RUN bash /install/ubuntu_install_dnnl.sh
@@ -152,3 +155,7 @@ ENV PATH /opt/sccache:$PATH
# Libxsmm deps
COPY install/ubuntu_install_libxsmm.sh /install
RUN bash /install/ubuntu_install_libxsmm.sh
+
+# Hacky workaround (do not push to GitHub) to install the right Numpy version
+# just a new comment
+RUN pip install numpy --upgrade
diff --git a/docker/Dockerfile.ci_gpu b/docker/Dockerfile.ci_gpu
index f04d8515b8..6f02ab97c0 100644
--- a/docker/Dockerfile.ci_gpu
+++ b/docker/Dockerfile.ci_gpu
@@ -32,6 +32,9 @@ RUN apt-get update --fix-missing
COPY install/ubuntu_install_core.sh /install/ubuntu_install_core.sh
RUN bash /install/ubuntu_install_core.sh
+COPY install/ubuntu_install_cmake_source.sh /install/ubuntu_install_cmake_source.sh
+RUN bash /install/ubuntu_install_cmake_source.sh
+
COPY install/ubuntu_install_googletest.sh /install/ubuntu_install_googletest.sh
RUN bash /install/ubuntu_install_googletest.sh
diff --git a/docker/build.sh b/docker/build.sh
index 75f0e35c6c..9c5eaffb64 100755
--- a/docker/build.sh
+++ b/docker/build.sh
@@ -88,7 +88,7 @@ if [[ "$1" == "--net=host" ]]; then
shift 1
fi
-DOCKER_NO_CACHE_ARG=--no-cache
+# DOCKER_NO_CACHE_ARG=--no-cache
if [[ "$1" == "--cache-from" ]]; then
shift 1
diff --git a/docker/install/ubuntu_install_cmake_source.sh b/docker/install/ubuntu_install_cmake_source.sh
index 18335c98c4..e90ca3d8f1 100755
--- a/docker/install/ubuntu_install_cmake_source.sh
+++ b/docker/install/ubuntu_install_cmake_source.sh
@@ -20,8 +20,8 @@ set -e
set -u
set -o pipefail
-v=3.14
-version=3.14.7
+v=3.22
+version=3.22.4
wget https://cmake.org/files/v${v}/cmake-${version}.tar.gz
tar xvf cmake-${version}.tar.gz
cd cmake-${version}
diff --git a/docker/install/ubuntu_install_python_package.sh b/docker/install/ubuntu_install_python_package.sh
index 3fc310c47e..9fee9d0142 100755
--- a/docker/install/ubuntu_install_python_package.sh
+++ b/docker/install/ubuntu_install_python_package.sh
@@ -28,7 +28,7 @@ pip3 install --upgrade \
cython \
decorator \
mypy \
- numpy~=1.19.5 \
+ numpy==1.21.* \
orderedset \
packaging \
Pillow==9.1.0 \
diff --git a/docker/install/ubuntu_install_tensorflow.sh b/docker/install/ubuntu_install_tensorflow.sh
index 17d2b31d9b..2225b7aef3 100755
--- a/docker/install/ubuntu_install_tensorflow.sh
+++ b/docker/install/ubuntu_install_tensorflow.sh
@@ -21,6 +21,5 @@ set -u
set -o pipefail
pip3 install \
- "h5py==3.1.0" \
- keras==2.6 \
- tensorflow==2.6.5
+ keras==2.9 \
+ tensorflow==2.9.1
diff --git a/docker/install/ubuntu_install_tensorflow_aarch64.sh b/docker/install/ubuntu_install_tensorflow_aarch64.sh
index 59cc5b4814..09efe5db57 100755
--- a/docker/install/ubuntu_install_tensorflow_aarch64.sh
+++ b/docker/install/ubuntu_install_tensorflow_aarch64.sh
@@ -21,27 +21,8 @@ set -euxo pipefail
# Build dependencies
apt-install-and-clear -y --no-install-recommends libhdf5-dev
-# Downloading Tensorflow and installing it manually is needed
-# just as a temporary workaround while we move to a newer
-# version (>2.7) that is hosted in the official PyPI repository.
-linaro_repo="https://snapshots.linaro.org/ldcg/python/tensorflow-manylinux/43/tensorflow-aarch64"
-tensorflow_package="tensorflow_aarch64-2.6.3-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl"
-tmpdir=$(mktemp -d)
-
-cleanup()
-{
- rm -rf "$tmpdir"
-}
-
-trap cleanup 0
-
-cd "${tmpdir}"
-wget -q "${linaro_repo}/${tensorflow_package}"
-
# We're only using the TensorFlow wheel snapshot here as the
# h5py wheel tries to use the wrong .so file
pip3 install \
- ${tensorflow_package} \
- "h5py==3.1.0" \
- keras==2.6 \
- "protobuf<4"
+ keras==2.9 \
+ tensorflow-aarch64==2.9.1
diff --git a/docker/install/ubuntu_install_tflite.sh b/docker/install/ubuntu_install_tflite.sh
index 8a394302fd..4b73c202bc 100755
--- a/docker/install/ubuntu_install_tflite.sh
+++ b/docker/install/ubuntu_install_tflite.sh
@@ -18,6 +18,7 @@
set -e
set -u
+set -x
set -o pipefail
# The tflite version should have matched versions to the tensorflow
@@ -38,8 +39,16 @@ pip3 install flatbuffers
# The library is built at:
# tensorflow/tensorflow/lite/tools/make/gen/*/lib/libtensorflow-lite.a.
git clone https://github.com/tensorflow/tensorflow --branch=v${TENSORFLOW_VERSION} --depth 1
-./tensorflow/tensorflow/lite/tools/make/download_dependencies.sh
-./tensorflow/tensorflow/lite/tools/make/build_lib.sh
+
+mkdir -p /opt/tflite
+cd /opt/tflite
+cmake \
+ -DTFLITE_ENABLE_XNNPACK=OFF \
+ /tensorflow/tensorflow/lite
+
+cmake --build .
+cd -
+
# Setup tflite from schema
mkdir tflite
diff --git a/tests/scripts/task_config_build_cpu.sh b/tests/scripts/task_config_build_cpu.sh
index 84213be860..e4fac84055 100755
--- a/tests/scripts/task_config_build_cpu.sh
+++ b/tests/scripts/task_config_build_cpu.sh
@@ -37,7 +37,7 @@ echo set\(CMAKE_CXX_FLAGS -Werror\) >> config.cmake
echo set\(HIDE_PRIVATE_SYMBOLS ON\) >> config.cmake
echo set\(USE_VTA_TSIM ON\) >> config.cmake
echo set\(USE_VTA_FSIM ON\) >> config.cmake
-echo set\(USE_TFLITE ON\) >> config.cmake
+echo set\(USE_TFLITE \"/opt/tflite\"\) >> config.cmake
echo set\(USE_TENSORFLOW_PATH \"/tensorflow\"\) >> config.cmake
echo set\(USE_FLATBUFFERS_PATH \"/flatbuffers\"\) >> config.cmake
echo set\(USE_ETHOSN /opt/arm/ethosn-driver\) >> config.cmake