Deserialize Arrays from Raw Bytes

Deserializes arrays from the safetensors format.

Usage

nv_unserialize(con, device = NULL)

Arguments

con

(connection | raw)
A connection or raw vector to read from.

device

(NULL | character(1) | PJRTDevice)
The device on which to place the loaded arrays ("cpu", "cuda", ...). Defaults to default_device() of the "pjrt" backend, which the loader goes through whatever the active backend is.

Value

(named list of AnvlArray)

Details

The data type and shape of each array are restored from the serialized data.

See also

nv_serialize(), nv_save(), nv_read()

Examples

# data types and shapes round-trip unchanged
x <- nv_matrix(1:6, nrow = 2)
x
#> AnvlArray
#>  1 3 5
#>  2 4 6
#> [ CPUi32{2,3} ] 
raw_data <- nv_serialize(list(x = x))
raw_data
#>  [1] 39 00 00 00 00 00 00 00 7b 22 78 22 3a 7b 22 73 68 61 70 65 22 3a 5b 32 2c
#> [26] 33 5d 2c 22 64 74 79 70 65 22 3a 22 49 33 32 22 2c 22 64 61 74 61 5f 6f 66
#> [51] 66 73 65 74 73 22 3a 5b 30 2c 32 34 5d 7d 7d 01 00 00 00 03 00 00 00 05 00
#> [76] 00 00 02 00 00 00 04 00 00 00 06 00 00 00
nv_unserialize(raw_data)
#> $x
#> AnvlArray
#>  1 3 5
#>  2 4 6
#> [ CPUi32{2,3} ] 
#>