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The inference speed of the int8 quantization version of SDXL is much slower than that of fp16 #3830

The inference speed of the int8 quantization version of SDXL is much slower than that of fp16

The inference speed of the int8 quantization version of SDXL is much slower than that of fp16 #3830

Workflow file for this run

# Copyright (c) 2020-2021, NVIDIA CORPORATION.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# A workflow to trigger ci on hybrid infra (github + self hosted runner)
name: Blossom-CI
on:
issue_comment:
types: [created]
workflow_dispatch:
inputs:
platform:
description: 'runs-on argument'
required: false
args:
description: 'argument'
required: false
jobs:
Authorization:
name: Authorization
runs-on: blossom
outputs:
args: ${{ env.args }}
# This job only runs for pull request comments
if: |
contains( 'rajeevsrao,kevinch-nv,ttyio,samurdhikaru,zerollzeng,nvpohanh', format('{0},', github.actor)) &&
github.event.comment.body == '/blossom-ci'
steps:
- name: Check if comment is issued by authorized person
run: blossom-ci
env:
OPERATION: 'AUTH'
REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
REPO_KEY_DATA: ${{ secrets.BLOSSOM_KEY }}
Vulnerability-scan:
name: Vulnerability scan
needs: [Authorization]
runs-on: ubuntu-latest
steps:
- name: Checkout code
uses: actions/checkout@v2
with:
repository: ${{ fromJson(needs.Authorization.outputs.args).repo }}
ref: ${{ fromJson(needs.Authorization.outputs.args).ref }}
lfs: 'true'
# repo specific steps
#- name: Setup java
# uses: actions/setup-java@v1
# with:
# java-version: 1.8
# add blackduck properties https://synopsys.atlassian.net/wiki/spaces/INTDOCS/pages/631308372/Methods+for+Configuring+Analysis#Using-a-configuration-file
#- name: Setup blackduck properties
# run: |
# PROJECTS=$(mvn -am dependency:tree | grep maven-dependency-plugin | awk '{ out="com.nvidia:"$(NF-1);print out }' | grep rapids | xargs | sed -e 's/ /,/g')
# echo detect.maven.build.command="-pl=$PROJECTS -am" >> application.properties
# echo detect.maven.included.scopes=compile >> application.properties
- name: Run blossom action
uses: NVIDIA/blossom-action@main
env:
REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
REPO_KEY_DATA: ${{ secrets.BLOSSOM_KEY }}
with:
args1: ${{ fromJson(needs.Authorization.outputs.args).args1 }}
args2: ${{ fromJson(needs.Authorization.outputs.args).args2 }}
args3: ${{ fromJson(needs.Authorization.outputs.args).args3 }}
Job-trigger:
name: Start ci job
needs: [Vulnerability-scan]
runs-on: blossom
steps:
- name: Start ci job
run: blossom-ci
env:
OPERATION: 'START-CI-JOB'
CI_SERVER: ${{ secrets.CI_SERVER }}
REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
Upload-Log:
name: Upload log
runs-on: blossom
if : github.event_name == 'workflow_dispatch'
steps:
- name: Jenkins log for pull request ${{ fromJson(github.event.inputs.args).pr }} (click here)
run: blossom-ci
env:
OPERATION: 'POST-PROCESSING'
CI_SERVER: ${{ secrets.CI_SERVER }}
REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}