Mike Seddon seddonm1

reorchestrate.com

seddonm1 / gist:5dc956b136a98b8d46d03ca205252b4a

Last active February 23, 2024 04:51

How to build onnxruntime on an x86_64 with NVIDIA GPU with Docker

	docker run \
	--rm \
	-it \
	-e ONNXRUNTIME_REPO=https://github.com/microsoft/onnxruntime \
	-e ONNXRUNTIME_COMMIT=v1.17.0 \
	-e BUILD_CONFIG=Release \
	-e CMAKE_VERSION=3.28.3 \
	-e CUDA_ARCHITECTURES="70;75;80;86;89" \
	--entrypoint "" \
	-v $(pwd):/output \

seddonm1 / gist:5927db05cb7ad38d98a22674fa82a4c6

Last active December 16, 2024 10:50

How to build onnxruntime on an aarch64 NVIDIA device (like Jetson Orin AGX)

	On an Orin NX 16G the memory was too low to compile and the SWAP file had to be increased.

	/etc/systemd/nvzramconfig.sh
	change:

	```
	# Calculate memory to use for zram (1/2 of ram)
	totalmem=`LC_ALL=C free \| grep -e "^Mem:" \| sed -e 's/^Mem: //' -e 's/ .*//'`
	mem=$((("${totalmem}" / 2 / "${NRDEVICES}") * 1024))
	```

seddonm1 / xsd-schema.scala

Last active April 5, 2024 18:56

Makes a Spark Schema (StructType) from an input XSD file

	// need to add the Apache WS XMLSchema library to spark/jars (does not have dependencies)
	// https://repo1.maven.org/maven2/org/apache/ws/xmlschema/xmlschema-core/2.2.5/xmlschema-core-2.2.5.jar

	import org.apache.ws.commons.schema.XmlSchemaCollection
	import java.io.StringReader
	import scala.collection.JavaConverters._
	import org.apache.ws.commons.schema._
	import org.apache.ws.commons.schema.constants.Constants
	import org.apache.spark.sql.types._