The implementation adds the bias to a temporary, that temporary is what is then the base with exponent beta. The implementation also agrees with the equation in Section 3.3 of the referenced Krizhevsky et. al. paper.
Change: 115721267
They now say what the index is and give the required bounds for out of bounds
errors. Example (slightly paraphrased):
Index 0 is out of bounds, foolish user.
vs.
indices[0] = [0,128] is out of bounds: need 0 <= index < [64,10]
Change: 115705692
C++ Session API. Use it for optionally turning tracing on for a step and
returning profiling info collected via StepStats.
For DirectSession only.
Example usage:
RunOptions run_options;
run_options.set_trace_level(RunOptions::FULL_TRACE);
RunOutputs run_outputs;
ASSERT_TRUE(!run_outputs.has_step_stats());
Status s = session->RunWithOpts(run_options, inputs, output_names,
target_nodes, &outputs, &run_outputs);
ASSERT_TRUE(run_outputs.has_step_stats());
Change: 115693287
This includes a gRPC server (grpc_tensorflow_server) that can serve as both
the master of a distributed TensorFlow computation, and an individual worker
in the computation. The GrpcSession class is included to allow client programs
(including Python clients) to interact with a server.
See tensorflow/core/distributed_runtime/README.md for usage instructions.
This change partially addresses issue #23.
Change: 115634191
Gulp task changes:
"compile.all" -> "compile"
"tslint-strict" -> "tslint"
"tslint-permissive" -> "tslint.permissive"
gulp watch will run tslint and compile in parallel rather than in sequence (faster)"
Change: 115630394
Make TensorBoard purging of orphaned or out-of-order events optional.
Now it is controlled by a flag.
Default behavior is the same.
Will be quite useful for debugging missing data type issues.
Change: 115627868
The current depthwise_conv is very inefficient by calling slice() on each
input channel on input and filters, followed by a conv() on each input channel,
after which is a concat().
Change: 115617901
Gulp task changes:
"compile.all" -> "compile"
"tslint-strict" -> "tslint"
"tslint-permissive" -> "tslint.permissive"
gulp watch will run tslint and compile in parallel rather than in sequence (faster)
Change: 115614194
The current depthwise_conv is very inefficient by calling slice() on each
input channel on input and filters, followed by a conv() on each input channel,
after which is a concat().
Change: 115601904
The current depthwise_conv is very inefficient by calling slice() on each
input channel on input and filters, followed by a conv() on each input channel,
after which is a concat().
Change: 115583330
