Hi,
I've installed plaidml in Windows in its own conda environment and it works.
(plaidml) C:\Users\avv>plaidbench keras mobilenet
c:\users\avv\appdata\local\continuum\anaconda3\lib\site-packages\h5py\__init__.py:36: FutureWarning: Conversion of the second argument of issubdtype from `float` to `np.floating` is deprecated. In future, it will be treated as `np.float64 == np.dtype(float).type`.
from ._conv import register_converters as _register_converters
Running 1024 examples with mobilenet, batch size 1
INFO:plaidml:Opening device "opencl_intel_intel(r)_hd_graphics_620.0"
Model loaded.
Compiling network...
Warming up ...
Main timing
Example finished, elapsed: 2.9983203411102295 (compile), 69.59246873855591 (execution), 0.067961395252496 (execution per example)
Correctness: PASS, max_error: 1.3988229511596728e-05, max_abs_error: 6.966292858123779e-07, fail_ratio: 0.0
Then I'm trying to use it as the keras backend in R with the model from https://tensorflow.rstudio.com/blog/keras-fraud-autoencoder.html and I get the following error:
It really happens with any model.
Session info ---------------------------------------------------------------------------------------------------------------------------------------------
setting value
version R version 3.4.4 (2018-03-15)
system x86_64, mingw32
ui RStudio (1.1.442)
language (EN)
collate Spanish_Spain.1252
tz Europe/Berlin
date 2018-06-04
Packages -------------------------------------------------------------------------------------------------------------------------------------------------
package * version date source
assertthat 0.2.0 2017-04-11 CRAN (R 3.4.4)
backports 1.1.2 2017-12-13 CRAN (R 3.4.3)
base * 3.4.4 2018-03-15 local
base64enc 0.1-3 2015-07-28 CRAN (R 3.4.1)
bindr 0.1.1 2018-03-13 CRAN (R 3.4.4)
bindrcpp * 0.2.2 2018-03-29 CRAN (R 3.4.4)
broom 0.4.4 2018-03-29 CRAN (R 3.4.4)
cellranger 1.1.0 2016-07-27 CRAN (R 3.4.4)
cli 1.0.0 2017-11-05 CRAN (R 3.4.4)
colorspace 1.3-2 2016-12-14 CRAN (R 3.4.4)
compiler 3.4.4 2018-03-15 local
crayon 1.3.4 2017-09-16 CRAN (R 3.4.4)
data.table * 1.10.4-3 2017-10-27 CRAN (R 3.4.4)
datasets * 3.4.4 2018-03-15 local
devtools 1.13.5 2018-02-18 CRAN (R 3.4.3)
digest 0.6.15 2018-01-28 CRAN (R 3.4.3)
dplyr * 0.7.4 2017-09-28 CRAN (R 3.4.3)
forcats * 0.3.0 2018-02-19 CRAN (R 3.4.4)
foreign 0.8-69 2017-06-22 CRAN (R 3.4.4)
ggplot2 * 2.2.1 2016-12-30 CRAN (R 3.4.4)
glue 1.2.0 2017-10-29 CRAN (R 3.4.4)
graphics * 3.4.4 2018-03-15 local
grDevices * 3.4.4 2018-03-15 local
grid 3.4.4 2018-03-15 local
gtable 0.2.0 2016-02-26 CRAN (R 3.4.4)
haven 1.1.1 2018-01-18 CRAN (R 3.4.4)
here 0.1 2017-05-28 CRAN (R 3.4.4)
hms 0.4.2 2018-03-10 CRAN (R 3.4.4)
htmltools 0.3.6 2017-04-28 CRAN (R 3.4.4)
htmlwidgets 1.0 2018-01-20 CRAN (R 3.4.4)
httr 1.3.1 2017-08-20 CRAN (R 3.4.4)
jsonlite 1.5 2017-06-01 CRAN (R 3.4.4)
keras * 2.1.5.9001 2018-04-15 Github (rstudio/keras@50bb9f5)
lattice 0.20-35 2017-03-25 CRAN (R 3.4.4)
lazyeval 0.2.1 2017-10-29 CRAN (R 3.4.4)
lubridate 1.7.4 2018-04-11 CRAN (R 3.4.4)
magrittr 1.5 2014-11-22 CRAN (R 3.4.4)
Matrix 1.2-12 2017-11-30 CRAN (R 3.4.4)
memoise 1.1.0 2017-04-21 CRAN (R 3.4.4)
methods * 3.4.4 2018-03-15 local
mnormt 1.5-5 2016-10-15 CRAN (R 3.4.1)
modelr 0.1.1 2017-07-24 CRAN (R 3.4.4)
munsell 0.4.3 2016-02-13 CRAN (R 3.4.4)
nlme 3.1-131.1 2018-02-16 CRAN (R 3.4.4)
parallel 3.4.4 2018-03-15 local
pillar 1.2.1 2018-02-27 CRAN (R 3.4.4)
pkgconfig 2.0.1 2017-03-21 CRAN (R 3.4.4)
plotly * 4.7.1 2017-07-29 CRAN (R 3.4.4)
plyr 1.8.4 2016-06-08 CRAN (R 3.4.4)
psych 1.8.3.3 2018-03-30 CRAN (R 3.4.4)
purrr * 0.2.4 2017-10-18 CRAN (R 3.4.4)
R6 2.2.2 2017-06-17 CRAN (R 3.4.4)
Rcpp 0.12.17 2018-05-18 CRAN (R 3.4.4)
readr * 1.1.1 2017-05-16 CRAN (R 3.4.4)
readxl 1.0.0 2017-04-18 CRAN (R 3.4.4)
reshape2 1.4.3 2017-12-11 CRAN (R 3.4.4)
reticulate 1.7 2018-04-28 CRAN (R 3.4.4)
rlang 0.2.0 2018-02-20 CRAN (R 3.4.4)
rprojroot 1.3-2 2018-01-03 CRAN (R 3.4.4)
rstudioapi 0.7 2017-09-07 CRAN (R 3.4.4)
rvest 0.3.2 2016-06-17 CRAN (R 3.4.4)
scales 0.5.0 2017-08-24 CRAN (R 3.4.4)
stats * 3.4.4 2018-03-15 local
stringi 1.1.7 2018-03-12 CRAN (R 3.4.4)
stringr * 1.3.0 2018-02-19 CRAN (R 3.4.4)
tensorflow 1.5 2018-01-17 CRAN (R 3.4.4)
tfruns 1.3 2018-05-24 Github (rstudio/tfruns@03fb652)
tibble * 1.4.2 2018-01-22 CRAN (R 3.4.4)
tictoc * 1.0 2014-06-17 CRAN (R 3.4.1)
tidyr * 0.8.0 2018-01-29 CRAN (R 3.4.4)
tidyverse * 1.2.1 2017-11-14 CRAN (R 3.4.4)
tools 3.4.4 2018-03-15 local
utils * 3.4.4 2018-03-15 local
viridisLite 0.3.0 2018-02-01 CRAN (R 3.4.4)
whisker 0.3-2 2013-04-28 CRAN (R 3.4.4)
withr 2.1.2 2018-03-15 CRAN (R 3.4.4)
xml2 1.2.0 2018-01-24 CRAN (R 3.4.4)
yaml 2.1.19 2018-05-01 CRAN (R 3.4.4)
zeallot 0.1.0 2018-01-28 CRAN (R 3.4.4)