Update documentation and config flags about supported cuDNN algorithms.

doc/library/config.txt

@@ -668,12 +668,12 @@ import theano and print the config variable, as in:
 
     String value:
     ``'small'``, ``'none'``, ``'large'``, ``'fft'``, ``'fft_tiling'``,
-    ``'winograd'``, ``'guess_once'``, ``'guess_on_shape_change'``,
+    ``'winograd'``, ``'winograd_non_fused'``, ``'guess_once'``, ``'guess_on_shape_change'``,
     ``'time_once'``, ``'time_on_shape_change'``.
 
     Default: ``'small'``
 
-    3d convolution only support ``'none'``, ``'winograd'``, ``'guess_once'``,
+    3d convolution only support ``'none'``, ``'small'``, ``'fft_tiling'``, ``'guess_once'``,
     ``'guess_on_shape_change'``, ``'time_once'``, ``'time_on_shape_change'``.
 
 .. attribute:: config.dnn.conv.algo_bwd
@@ -684,24 +684,24 @@ import theano and print the config variable, as in:
 .. attribute:: config.dnn.conv.algo_bwd_filter
 
     String value:
-    ``'none'``, ``'deterministic'``, ``'fft'``, ``'small'``, ``'guess_once'``,
+    ``'none'``, ``'deterministic'``, ``'fft'``, ``'small'``, ``'winograd_non_fused'``, ``'fft_tiling'``, ``'guess_once'``,
     ``'guess_on_shape_change'``, ``'time_once'``, ``'time_on_shape_change'``.
 
     Default: ``'none'``
 
-    3d convolution only supports ``'none'``, ``'guess_once'``,
+    3d convolution only supports ``'none'``, ``'small'``, ``'guess_once'``,
     ``'guess_on_shape_change'``, ``'time_once'``, ``'time_on_shape_change'``.
 
 .. attribute:: config.dnn.conv.algo_bwd_data
 
     String value:
     ``'none'``, ``'deterministic'``, ``'fft'``, ``'fft_tiling'``, ``'winograd'``,
-    ``'guess_once'``, ``'guess_on_shape_change'``, ``'time_once'``,
+    ``'winograd_non_fused'``, ``'guess_once'``, ``'guess_on_shape_change'``, ``'time_once'``,
     ``'time_on_shape_change'``.
 
     Default: ``'none'``
 
-    3d convolution only support ``'none'``, ``'winograd'``,
+    3d convolution only support ``'none'``, ``'deterministic'``, ``'fft_tiling'``
     ``'guess_once'``, ``'guess_on_shape_change'``, ``'time_once'``,
     ``'time_on_shape_change'``.
 

theano/configdefaults.py

@@ -273,11 +273,11 @@ SUPPORTED_DNN_CONV_ALGO_RUNTIME = ('guess_once', 'guess_on_shape_change', 'time_
 
 # Those are the supported algorithm by Theano,
 # The tests will reference those lists.
-SUPPORTED_DNN_CONV_ALGO_FWD = ('small', 'none', 'large', 'fft', 'fft_tiling', 'winograd') + SUPPORTED_DNN_CONV_ALGO_RUNTIME
+SUPPORTED_DNN_CONV_ALGO_FWD = ('small', 'none', 'large', 'fft', 'fft_tiling', 'winograd', 'winograd_non_fused') + SUPPORTED_DNN_CONV_ALGO_RUNTIME
 
-SUPPORTED_DNN_CONV_ALGO_BWD_DATA = ('none', 'deterministic', 'fft', 'fft_tiling', 'winograd') + SUPPORTED_DNN_CONV_ALGO_RUNTIME
+SUPPORTED_DNN_CONV_ALGO_BWD_DATA = ('none', 'deterministic', 'fft', 'fft_tiling', 'winograd', 'winograd_non_fused') + SUPPORTED_DNN_CONV_ALGO_RUNTIME
 
-SUPPORTED_DNN_CONV_ALGO_BWD_FILTER = ('none', 'deterministic', 'fft', 'small') + SUPPORTED_DNN_CONV_ALGO_RUNTIME
+SUPPORTED_DNN_CONV_ALGO_BWD_FILTER = ('none', 'deterministic', 'fft', 'small', 'winograd_non_fused', 'fft_tiling') + SUPPORTED_DNN_CONV_ALGO_RUNTIME
 
 SUPPORTED_DNN_CONV_PRECISION = ('as_input_f32', 'as_input', 'float16', 'float32', 'float64')