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Update DeepSomatic to 1.6.1
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README.md

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# DeepSomatic
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[![release](https://img.shields.io/badge/release-v1.6.0-green?logo=github)](https://github.com/google/deepvariant/releases)
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[![release](https://img.shields.io/badge/release-v1.6.1-green?logo=github)](https://github.com/google/deepvariant/releases)
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[![announcements](https://img.shields.io/badge/announcements-blue)](https://groups.google.com/d/forum/deepvariant-announcements)
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[![blog](https://img.shields.io/badge/blog-orange)](https://goo.gl/deepvariant)
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docs/deepsomatic-illumina-case-study.md

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### Running on a CPU-only machine
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```bash
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BIN_VERSION="1.6.0"
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BIN_VERSION="1.6.1"
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sudo docker pull google/deepsomatic:"${BIN_VERSION}"
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docs/deepsomatic-pacbio-case-study.md

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We will be using GRCh38 for this case study.
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The data are originally from
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https://downloads.pacbcloud.com/public/revio/2023Q2/HCC1395/, which has more
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information about the data.
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```bash
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BASE="${HOME}/deepsomatic-pacbio-case-study"
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### Running on a CPU-only machine
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```bash
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BIN_VERSION="1.6.0"
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BIN_VERSION="1.6.1"
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sudo docker pull google/deepsomatic:"${BIN_VERSION}"
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docs/deepsomatic-quick-start.md

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### Get Docker image
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```bash
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BIN_VERSION="1.6.0"
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BIN_VERSION="1.6.1"
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sudo apt -y update
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sudo apt-get -y install docker.io

docs/metrics.md

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Stage | Time (wall time)
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-------------------------------- | ------------------
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make_examples_somatic | 385m39.963s
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call_variants | 423m13.271s
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postprocess_variants (with gVCF) | 26m46.040s
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total | ~835m = ~13.92h
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make_examples_somatic | 211m47.27s
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call_variants | 255m44.93s
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postprocess_variants (with gVCF) | 27m44.89s
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total | ~495m = ~8.25h
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### Accuracy
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Stage | Time (wall time)
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-------------------------------- | ------------------
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make_examples_somatic | 586m0.088s
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call_variants | 409m54.403s
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postprocess_variants (with gVCF) | 46m39.075s
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total | ~1043m = ~17.38h
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make_examples_somatic | 550m49.27s
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call_variants | 420m33.01s
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postprocess_variants (with gVCF) | 45m30.93s
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total | ~1017m = ~16.95h
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### Accuracy
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## How to reproduce the metrics on this page
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For simplicity and consistency, we report runtime with a
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[CPU instance with 64 CPUs](https://github.com/google/deepvariant/blob/r1.6/docs/deepvariant-details.md#command-for-a-cpu-only-machine-on-google-cloud-platform)
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[CPU instance with 64 CPUs](https://github.com/google/deepvariant/blob/r1.6.1/docs/deepvariant-details.md#command-for-a-cpu-only-machine-on-google-cloud-platform)
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This is NOT the fastest or cheapest configuration.
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Use `gcloud compute ssh` to log in to the newly created instance.
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```
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# Get the script.
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curl -O https://raw.githubusercontent.com/google/deepvariant/r1.6/scripts/inference_deepsomatic.sh
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curl -O https://raw.githubusercontent.com/google/deepvariant/r1.6.1/scripts/inference_deepsomatic.sh
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# WGS
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bash inference_deepsomatic.sh --model_preset WGS

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