Merge branch 'qiwye/asgd-dev' of https://github.com/Microsoft/CNTK into qiwye/asgd-dev

Tests/EndToEndTests/ParallelTraining/AsynchronousSGD/testcases.yml

@@ -3,9 +3,9 @@ dataDir: .
 tags:
      # running on every BVT job in 'P' (Parallel) leg in Debug-GPU on Linux configurations:
      # TODO: Enable windows test when Jenkins ready
-     - bvt-p  (build_sku == 'gpu') and (flavor=='debug') and (os == 'linux') 
+     - bvt-p  (build_sku == 'gpu') and (flavor=='debug') and (os == 'linux') and (device == 'gpu')
      # running unconditionally on every Nightly job in 'P' leg
-     - nightly-p (build_sku == 'gpu') and (os == 'linux') 
+     - nightly-p (build_sku == 'gpu') and (os == 'linux') and (device == 'gpu')
 
 testCases:
   Must train epochs in exactly same order and parameters for each MPI Rank:
@@ -18,17 +18,16 @@ testCases:
     patterns:
       - ^MPI Rank {{integer}}
       - Finished Epoch[{{integer}} of {{integer}}]
-      - CE = {{float,tolerance=0.03%}}
-      - Err = {{float,tolerance=0.03%}}
-      - learningRatePerSample = {{float,tolerance=0.001%}}
+      - CE = {{float,tolerance=0.5}}
+      - Err = {{float,tolerance=0.5}}
 
   Per-minibatch training results must match for each MPI Rank:
     patterns:
       - ^MPI Rank {{integer}}
       - Epoch[{{integer}} of {{integer}}]-Minibatch[{{integer}}-{{integer}}
       - " * {{integer}}; "
-      - CE = {{float,tolerance=0.05%}}
-      - Err = {{float,tolerance=0.05%}}
+      - CE = {{float,tolerance=0.5}}
+      - Err = {{float,tolerance=0.5}}
 
   DataParallelASGD training parameters must match for each MPI Rank:
     patterns: