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[Pytorch] Build lite interpreter as default for iOS

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Summary:
Two changes:
1. Build lite interpreter as default for iOS
2. Switch the previous lite interpreter test to full jit build test

Test Plan: Imported from OSS

Differential Revision: D27698039

Reviewed By: xta0

Pulled By: cccclai

fbshipit-source-id: 022b554f4997ae577681f2b79a9ebe9236ca4f7d
This commit is contained in:
Chen Lai 2021-05-17 22:34:37 -07:00 committed by Facebook GitHub Bot
parent 8a3fb2689f
commit b5a834a739
9 changed files with 68 additions and 43 deletions
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18
.circleci/cimodel/data/simple/ios_definitions.py
View File

@ -61,14 +61,20 @@ class IOSJob:
WORKFLOW_DATA = [
IOSJob(XCODE_VERSION, ArchVariant("x86_64"), is_org_member_context=False),
IOSJob(XCODE_VERSION, ArchVariant("x86_64", "lite_interpreter"), is_org_member_context=False, extra_props={
IOSJob(XCODE_VERSION, ArchVariant("x86_64"), is_org_member_context=False, extra_props={
"lite_interpreter": miniutils.quote(str(int(True)))}),
IOSJob(XCODE_VERSION, ArchVariant("arm64")),
IOSJob(XCODE_VERSION, ArchVariant("arm64", "metal"), extra_props={"use_metal": miniutils.quote(str(int(True)))}),
IOSJob(XCODE_VERSION, ArchVariant("arm64", "lite_interpreter"), extra_props={
IOSJob(XCODE_VERSION, ArchVariant("x86_64", "full_jit"), is_org_member_context=False, extra_props={
"lite_interpreter": miniutils.quote(str(int(False)))}),
IOSJob(XCODE_VERSION, ArchVariant("arm64"), extra_props={
"lite_interpreter": miniutils.quote(str(int(True)))}),
IOSJob(XCODE_VERSION, ArchVariant("arm64", "metal"), extra_props={
"use_metal": miniutils.quote(str(int(True))),
"lite_interpreter": miniutils.quote(str(int(True)))}),
IOSJob(XCODE_VERSION, ArchVariant("arm64", "full_jit"), extra_props={
"lite_interpreter": miniutils.quote(str(int(False)))}),
IOSJob(XCODE_VERSION, ArchVariant("arm64", "custom"), extra_props={
"op_list": "mobilenetv2.yaml",
"lite_interpreter": miniutils.quote(str(int(True)))}),
IOSJob(XCODE_VERSION, ArchVariant("arm64", "custom"), extra_props={"op_list": "mobilenetv2.yaml"}),
]

28
.circleci/config.yml
View File

@ -297,7 +297,7 @@ pytorch_android_params: &pytorch_android_params
default: ""
lite_interpreter:
type: string
default: "0"
default: "1"
environment:
BUILD_ENVIRONMENT: pytorch-linux-xenial-py3-clang5-android-ndk-r19c-gradle-custom-build-single
DOCKER_IMAGE: "308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-xenial-py3-clang5-android-ndk-r19c"
@ -324,7 +324,7 @@ pytorch_ios_params: &pytorch_ios_params
default: "0"
lite_interpreter:
type: string
default: "0"
default: "1"
environment:
BUILD_ENVIRONMENT: << parameters.build_environment >>
IOS_ARCH: << parameters.ios_arch >>
@ -1759,8 +1759,8 @@ jobs:
no_output_timeout: "30m"
command: |
set -e
if [ ${BUILD_LITE_INTERPRETER} == 1 ]; then
echo "Run Build Test is not for BUILD_LITE_INTERPRETER, skipping."
if [ ${BUILD_LITE_INTERPRETER} == 0 ]; then
echo "Run Build Test is not for full jit, skipping."
exit 0
fi
PROJ_ROOT=/Users/distiller/project
@ -1788,8 +1788,8 @@ jobs:
if [ ${IOS_PLATFORM} != "SIMULATOR" ]; then
echo "not SIMULATOR build, skip it."
exit 0
elif [ ${BUILD_LITE_INTERPRETER} == 1 ]; then
echo "Run Simulator Tests is not for BUILD_LITE_INTERPRETER, skipping."
elif [ ${BUILD_LITE_INTERPRETER} == 0 ]; then
echo "Run Simulator Tests is not for full jit, skipping."
exit 0
fi
WORKSPACE=/Users/distiller/workspace
@ -6555,38 +6555,42 @@ workflows:
build_environment: pytorch-ios-12.0.0-x86_64_build
ios_arch: x86_64
ios_platform: SIMULATOR
lite_interpreter: "1"
name: pytorch_ios_12_0_0_x86_64_build
- pytorch_ios_build:
build_environment: pytorch-ios-12.0.0-x86_64_lite_interpreter_build
build_environment: pytorch-ios-12.0.0-x86_64_full_jit_build
ios_arch: x86_64
ios_platform: SIMULATOR
lite_interpreter: "1"
name: pytorch_ios_12_0_0_x86_64_lite_interpreter_build
lite_interpreter: "0"
name: pytorch_ios_12_0_0_x86_64_full_jit_build
- pytorch_ios_build:
build_environment: pytorch-ios-12.0.0-arm64_build
context: org-member
ios_arch: arm64
ios_platform: OS
lite_interpreter: "1"
name: pytorch_ios_12_0_0_arm64_build
- pytorch_ios_build:
build_environment: pytorch-ios-12.0.0-arm64_metal_build
context: org-member
ios_arch: arm64
ios_platform: OS
lite_interpreter: "1"
name: pytorch_ios_12_0_0_arm64_metal_build
use_metal: "1"
- pytorch_ios_build:
build_environment: pytorch-ios-12.0.0-arm64_lite_interpreter_build
build_environment: pytorch-ios-12.0.0-arm64_full_jit_build
context: org-member
ios_arch: arm64
ios_platform: OS
lite_interpreter: "1"
name: pytorch_ios_12_0_0_arm64_lite_interpreter_build
lite_interpreter: "0"
name: pytorch_ios_12_0_0_arm64_full_jit_build
- pytorch_ios_build:
build_environment: pytorch-ios-12.0.0-arm64_custom_build
context: org-member
ios_arch: arm64
ios_platform: OS
lite_interpreter: "1"
name: pytorch_ios_12_0_0_arm64_custom_build
op_list: mobilenetv2.yaml
- pytorch_linux_build:

4
.circleci/verbatim-sources/build-parameters/pytorch-build-params.yml
View File

@ -32,7 +32,7 @@ pytorch_android_params: &pytorch_android_params
default: ""
lite_interpreter:
type: string
default: "0"
default: "1"
environment:
BUILD_ENVIRONMENT: pytorch-linux-xenial-py3-clang5-android-ndk-r19c-gradle-custom-build-single
DOCKER_IMAGE: "308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-xenial-py3-clang5-android-ndk-r19c"
@ -59,7 +59,7 @@ pytorch_ios_params: &pytorch_ios_params
default: "0"
lite_interpreter:
type: string
default: "0"
default: "1"
environment:
BUILD_ENVIRONMENT: << parameters.build_environment >>
IOS_ARCH: << parameters.ios_arch >>

8
.circleci/verbatim-sources/job-specs/job-specs-custom.yml
View File

@ -528,8 +528,8 @@
no_output_timeout: "30m"
command: |
set -e
if [ ${BUILD_LITE_INTERPRETER} == 1 ]; then
echo "Run Build Test is not for BUILD_LITE_INTERPRETER, skipping."
if [ ${BUILD_LITE_INTERPRETER} == 0 ]; then
echo "Run Build Test is not for full jit, skipping."
exit 0
fi
PROJ_ROOT=/Users/distiller/project
@ -557,8 +557,8 @@
if [ ${IOS_PLATFORM} != "SIMULATOR" ]; then
echo "not SIMULATOR build, skip it."
exit 0
elif [ ${BUILD_LITE_INTERPRETER} == 1 ]; then
echo "Run Simulator Tests is not for BUILD_LITE_INTERPRETER, skipping."
elif [ ${BUILD_LITE_INTERPRETER} == 0 ]; then
echo "Run Simulator Tests is not for full jit, skipping."
exit 0
fi
WORKSPACE=/Users/distiller/workspace

20
ios/TestApp/TestApp/Benchmark.mm
View File

@ -1,14 +1,19 @@
#import "Benchmark.h"
#include <string>
#include <vector>
#include "torch/script.h"
#include <torch/csrc/jit/mobile/function.h>
#include <torch/csrc/jit/mobile/import.h>
#include <torch/csrc/jit/mobile/interpreter.h>
#include <torch/csrc/jit/mobile/module.h>
#include <torch/csrc/jit/mobile/observer.h>
#include "ATen/ATen.h"
#include "caffe2/core/timer.h"
#include "caffe2/utils/string_utils.h"
#include "torch/csrc/autograd/grad_mode.h"
#include "torch/csrc/jit/serialization/import.h"
#include "torch/script.h"
static std::string model = "model.pt";
static std::string model = "model.ptl";
static std::string input_dims = "1,3,224,224";
static std::string input_type = "float";
static BOOL print_output = false;
@ -18,9 +23,9 @@ static int iter = 10;
@implementation Benchmark
+ (BOOL)setup:(NSDictionary*)config {
NSString* modelPath = [[NSBundle mainBundle] pathForResource:@"model" ofType:@"pt"];
NSString* modelPath = [[NSBundle mainBundle] pathForResource:@"model" ofType:@"ptl"];
if (![[NSFileManager defaultManager] fileExistsAtPath:modelPath]) {
NSLog(@"model.pt doesn't exist!");
NSLog(@"model.ptl doesn't exist!");
return NO;
}
model = std::string(modelPath.UTF8String);
@ -66,10 +71,9 @@ static int iter = 10;
}
c10::InferenceMode mode;
torch::jit::GraphOptimizerEnabledGuard opguard(false);
auto module = torch::jit::load(model);
auto module = torch::jit::_load_for_mobile(model);
module.eval();
// module.eval();
if (print_output) {
std::cout << module.forward(inputs) << std::endl;
}

19
ios/TestApp/TestAppTests/TestAppTests.mm
View File

@ -1,13 +1,22 @@
#import <XCTest/XCTest.h>
#include <torch/script.h>
#include <torch/csrc/jit/mobile/function.h>
#include <torch/csrc/jit/mobile/import.h>
#include <torch/csrc/jit/mobile/interpreter.h>
#include <torch/csrc/jit/mobile/module.h>
#include <torch/csrc/jit/mobile/observer.h>
#include "ATen/ATen.h"
#include "caffe2/core/timer.h"
#include "caffe2/utils/string_utils.h"
#include "torch/csrc/autograd/grad_mode.h"
@interface TestAppTests : XCTestCase
@end
@implementation TestAppTests {
torch::jit::Module _module;
torch::jit::mobile::Module _module;
}
+ (void)setUp {
@ -17,14 +26,14 @@
- (void)setUp {
[super setUp];
NSString* modelPath = [[NSBundle bundleForClass:[self class]] pathForResource:@"model"
ofType:@"pt"];
ofType:@"ptl"];
XCTAssertTrue([NSFileManager.defaultManager fileExistsAtPath:modelPath],
@"model.pt doesn't exist!");
_module = torch::jit::load(modelPath.UTF8String);
@"model.ptl doesn't exist!");
_module = torch::jit::_load_for_mobile(modelPath.UTF8String);
}
- (void)testForward {
_module.eval();
// _module.eval();
c10::InferenceMode mode;
std::vector<c10::IValue> inputs;
inputs.push_back(torch::ones({1, 3, 224, 224}, at::ScalarType::Float));

2
ios/TestApp/benchmark/setup.rb
View File

@ -38,7 +38,7 @@ targets.each do |target|
end
end
puts "Installing the testing model..."
model_path = File.expand_path("./model.pt")
model_path = File.expand_path("./model.ptl")
if not File.exist?(model_path)
raise "model.pt can't be found!"
end

6
ios/TestApp/benchmark/trace_model.py
View File

@ -1,8 +1,10 @@
import torch
import torchvision
from torch.utils.mobile_optimizer import optimize_for_mobile
model = torchvision.models.mobilenet_v2(pretrained=True)
model.eval()
example = torch.rand(1, 3, 224, 224)
traced_script_module = torch.jit.trace(model, example)
traced_script_module.save("model.pt")
traced_script_module = torch.jit.script(model, example)
optimized_scripted_module = optimize_for_mobile(traced_script_module)
exported_optimized_scripted_module = optimized_scripted_module._save_for_lite_interpreter("model.ptl")

6
scripts/build_ios.sh
View File

@ -78,10 +78,10 @@ if [ -n "${IOS_ARCH:-}" ]; then
CMAKE_ARGS+=("-DIOS_ARCH=${IOS_ARCH}")
fi
if [ "${BUILD_LITE_INTERPRETER}" == 1 ]; then
CMAKE_ARGS+=("-DBUILD_LITE_INTERPRETER=ON")
else
if [ "${BUILD_LITE_INTERPRETER}" == 0 ]; then
CMAKE_ARGS+=("-DBUILD_LITE_INTERPRETER=OFF")
else
CMAKE_ARGS+=("-DBUILD_LITE_INTERPRETER=ON")
fi
# Don't build binaries or tests (only the library)