0.2.1.2

build

• unify schema building in core and converter;
• add more build script for android;
• add linux build script for python;

ops impl

• add floor mod support in binary;
• use eltwise impl in add/max/sub/mul binary for optimization;
• remove fake double support in cast;
• fix 5d support for concat;
• add adjX and adjY support for batch matmul;
• optimize conv2d back prop filter;
• add pad mode support for conv3d;
• fix bug in conv2d & conv depthwise with very small feature map;
• optimize binary without broacast;
• add data types support for gather;
• add gather ND support;
• use uint8 data type in gather v2;
• add transpose support for matmul;
• add matrix band part;
• add dim != 4 support for padding, reshape & tensor convert;
• add pad type support for pool3d;
• make ops based on TensorFlow Lite quantization optional;
• add all & any support for reduction;
• use type in parameter as output type in reduction;
• add int support for unary;
• add variable weight support for conv2d;
• fix conv2d depthwise weights initialization;
• fix type support for transpose;
• fix grad outputs count for reduce grad and reshape grad;
• fix priorbox & detection output;
• fix metal softmax error;

python

• add runSessionWithCallBackInfo interface;
• add max nodes limit (1400) for visualization tool;
• fix save error in python3;
• align default dim;

convert

• add extra design for optimization;
• add more post converting optimizers;
• add caffe v1 weights blob support;
• add cast, unary, conv transpose support for onnx model;
• optimize batchnorm, conv with variable weights, prelu, reshape, slice, upsample for onnx model;
• add cos/sin/atan/tan support for unary for tensorflow model;
• add any/all support for reduction for tensorflow model;
• add elu, conv3d, pool3d support for tensorflow model;
• optimize argmax, batchnorm, concat, batch to space, conv with variable weights, prelu, slice for tensorflow model;

others

• fix size computer lock;
• fix thread pool deadlock;
• add express & parameters in express;
• rewrite blitter chooser without static map;
• add tests for expr;