Add arguments checking for mace_run tool.

See merge request !1080

fix lstm_nonlinear name

See merge request !1075

Fp16

See merge request !1073

Add input size validation for Eltwise Op.

See merge request !1060

Update quantization doc

See merge request !1079

fix sched_setaffinity'bug and opt the performance of threadpool

See merge request !1078

Add data format explanation document.

See merge request !1072

N/A
Signed-off-by: NLuxuhui <luxuhui@xiaomi.com>

Add more log for locating out of range error of OpenCL.

See merge request !1077

Summary: Reformat fp16 gemv, add FP16_MATMUL_WEIGHT

Differential Revision: https://phabricator.d.xiaomi.net/D144134

Refactor data format

See merge request !1069

opt the compile option  and related code

See merge request !1068

1. Change DataFormat from enum to enum class.

1. Auto transformation between data format, data type and memory type.
2. Add device placement optimization strategy.

add extract pooling, kaldi batchnorm and IfDefined

See merge request !1057

add extract pooling and kaldi batchnorm

add time index info in extract pooling

add benchmar& test for kaldi components

add batch support for kaldi

change ifdefined to delay

N/A
Signed-off-by: NLuxuhui <luxuhui@xiaomi.com>

Refactor thread code

See merge request !1070

Update quantize libs to support thread pool

See merge request !1067

convert tf Min and Max to reduce_min and reduce_max

See merge request !1066

update converter for tf.split and onnx.pad

See merge request !1065

Replace thread pool: MERGE ME FIRST

See merge request !1062

add support splite with num_splits=1

Update docs with iOS support

See merge request !1063

Benchmark thread pool and openmp

See merge request !1051