Change: 125684645

Change: 125684232

Change: 125669565

Change: 125660054

Change: 125644391

Change: 125639609

Add tests to assert all update_op tensors returned from metric_ops produce the proper metric value, and fix streaming_auc to do so.
Change: 125639012

Change: 125637583

Change: 125636045

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Change: 125624711

Moved Multinomial-related code to its own files and BUILD target.
Motivation is to keep random_ops small.
Change: 125624016

Adds a crop_and_resize_op. Crops multiple boxes from a single image and resizes them to fixed output size by bilinear interpolation.
Change: 125623274

Fix some issues with scope and variable names.
Change: 125621539

Make sure the zeros tensor for gradient accumulation for a loop invariant is initialized with the right shape. This is needed because this zeros tensor can get passed downstream when the loop exits with no iterations.
Change: 125620906

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Change: 125604684

Change: 125601282

- Earlier we were locally copying the map which could be potentially very big.
Change: 125595701

Factors out the interface for control flow ops Enter, Exit, Switch, Merge and NextIteration. Registers the Gather op for quantized parameters.
Change: 125593594

in a subdirectory under the workspace.
Change: 125590691

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Change: 125582830

When the range can't be satisfied, the GCS server returns the 416 HTTP code and
some additional information in the body. The curl library expects the exact amount of
bytes in the body as requested in the range, so curl_easy_peform fails with a
message like "Failed writing body (12 != 171)". With this fix, we don't check the
return value of curl_easy_peform if the HTTP code was 416.
Change: 125579779

Change: 125578894

Change: 125575345

and tensorflow/core/distributed_runtime:remote_device_test* from opensource build.
Change: 125573873

local_init_op are run by each worker, while the init_op is only run by the chief.
Fix __all__

Added initial README.md
Change: 125573668

Change: 125572152

Change: 125571683

Fixing bug in which the default value of the init_op was checked against None rather than _USE_DEFAULT. This wasn't caught as the value of _USE_DEFAULT matched supervisor._USE_DEFAULT. A unit test has been added which fails for the old code but succeeds with the new code.
Change: 125564252

Use a function to compute dimensions for backpropagation, rather than using a macro. Return dimensions using a struct rather than individual ints.
Change: 125556701

Fixes #2974
Change: 125530598

Change: 125511710