Clip large Raster Geotiff File in QGIS

Question

I have a 250m resolution raster file which is needed to be clipped using a mask layer. I am trying to do it with gdalwarp through Clipper tool in QGIS but it is taking forever. I tried using R (mask function) but that too didn't help. Are there any methods to do it with less computational burden on the system? This is the code I was using gdalwarp -dstnodata -9999 -q -cutline "D:/Mesh/MRB/ncrb trial 2.shp" -tr 0.002083333 0.002083333 -of XYZ "D:\\Mesh\\Shangguan et al. (2016) Bedrock data\\BDTICM_M_250m_ll.tif" D:/Mesh/MRB/result.tif. This is the datafile: ftp://164.132.26.83/data/recent/BDTICM_M_250m_ll.tif (approx 7.5 GB). This is the gdal info data about the file: Driver: GTiff/GeoTIFF Files: D:\\Mesh\\Shangguan et al. (2016) Bedrock data\\BDTICM_M_250m_ll.tif D:\\Mesh\\Shangguan et al. (2016) Bedrock data\\BDTICM_M_250m_ll.tif.aux.xml Size is 172800, 67200 Coordinate System is: GEOGCS["WGS 84", DATUM["WGS_1984", SPHEROID["WGS 84",6378137,298.257223563, AUTHORITY["EPSG","7030"]], AUTHORITY["EPSG","6326"]], PRIMEM["Greenwich",0], UNIT["degree",0.0174532925199433], AUTHORITY["EPSG","4326"]] Origin = (-180.000000000000000,83.999167206000010) Pixel Size = (0.002083333000001,-0.002083333000001) Metadata: AREA_OR_POINT=Area ATTRIBUTE_LABEL=BDTICM_M ATTRIBUTE_MEASUREMENT_RESOLUTION=1 ATTRIBUTE_TITLE=Absolute depth to bedrock (in cm) ATTRIBUTE_UNITS_OF_MEASURE=cm CITATION_ADDRESS=shanggv@bnu.edu.cn / tom.hengl@isric.org CITATION_ORIGINATOR=College of Global Change and Earth System Science, Beijing Normal University / ISRIC - World Soil Information CITATION_URL=http://dx.doi.org/10.1002/2016MS000686 CONFIDENCE_INTERVAL=M DATA_FORMAT=Byte DEPTH=None DOWNLOAD_FTP_URL=ftp://ftp.soilgrids.org/data/recent/BDTICM_M_250m_ll.tif HORIZON_LOWER_DEPTH=5000.00 m HORIZON_UPPER_DEPTH=0.00 m KEYWORD1=bedrock KEYWORD2=depth NO_DATA=255 PROJECT_URL=http://soilgrids.org PUBLICATION_DATE=2017-03-10 RANGE_DOMAIN_MAXIMUM=5000 RANGE_DOMAIN_MINIMUM=0 SERIES_NAME=SoilGrids250m SLD_NAME=soilgrids250m:BDTICM SLD_URL=ftp://ftp.soilgrids.org/legends/BDTICM.sld TECHNICAL_SPECIFICATIONS_URL=https://github.com/ISRICWorldSoil/SoilGrids250m Image Structure Metadata: COMPRESSION=DEFLATE INTERLEAVE=BAND Corner Coordinates: Upper Left (-180.0000000, 83.9991672) (180d 0' 0.00"W, 83d59'57.00"N) Lower Left (-180.0000000, -56.0008104) (180d 0' 0.00"W, 56d 0' 2.92"S) Upper Right ( 179.9999424, 83.9991672) (179d59'59.79"E, 83d59'57.00"N) Lower Right ( 179.9999424, -56.0008104) (179d59'59.79"E, 56d 0' 2.92"S) Center ( -0.0000288, 13.9991784) ( 0d 0' 0.10"W, 13d59'57.04"N) Band 1 Block=172800x1 Type=Int32, ColorInterp=Gray NoData Value=-32768 Overviews: 86400x33600, 43200x16800, 21600x8400, 10800x4200, 5400x2100, 2700x1050, 1350x525