tf2onnx-1.9.2
Summary
- support for tf-2.6 (required some change for models >2GB and tflite)
- experimental support for tensorflow.js
- support for tf.signal.rfft
- we added all unit tests from keras-onnx to prevent regressions when transitioning from keras-onnx to tf2onnx
- misc fixes
Changes since tf2onnx-1.9.1
- tf-2.6 to ci, reflect tf-2.6 in readme 1680 (guschmue)
- Fix issues with tflite on tf2.6 1681 (TomWildenhain-Microsoft)
- Don't copy/split transpose unless further optimization is likely 1679 (TomWildenhain-Microsoft)
- Implement RaggedTensorToTensor for tensors with dense (uniform) dims 1676 (TomWildenhain-Microsoft)
- Fix conversion of OneHot for dtypes unsupported by ORT 1675 (TomWildenhain-Microsoft)
- Fix bug in topk casts affecting other input consumers 1674 (TomWildenhain-Microsoft)
- Fix Where/Select op for bool dtypes 1673 (TomWildenhain-Microsoft)
- Fix freezing of ResourceGather op 1672 (TomWildenhain-Microsoft)
- Fix script about benchmarking humpback_whale model 1671 (xadupre)
- Implement VALUE_ROWIDS format for ragged to tensor 1664 (TomWildenhain-Microsoft)
- Improve detection of NaN values in Select op 1663 (TomWildenhain-Microsoft)
- tf-2.6.0rc2 1662 (guschmue)
- Fix keras nightly applications 1661 (TomWildenhain-Microsoft)
- Implement RandomShuffle op 1658 (TomWildenhain-Microsoft)
- Implement reduce all/any for non-const axes 1657 (TomWildenhain-Microsoft)
- Improve lookup table loading for from_keras conversion 1654 (TomWildenhain-Microsoft)
- Fix implementation of skip_tf_versions 1653 (TomWildenhain-Microsoft)
- Fix bug in einsum optimizer reading attributes 1652 (TomWildenhain-Microsoft)
- Update RFFT2D to handle 3D arrays 1649 (xadupre)
- support for AsString, StringToNumber 1648 (guschmue)
- Handle missing tensorflowjs package in unit tests 1647 (TomWildenhain-Microsoft)
- Update script to test tflite models from tfhub 1644 (xadupre)
- add provider to run_pretrained_models 1642 (guschmue)
- add inception_v4 1641 (guschmue)
- Skip onnx checker for new onnx version for IR3 bug 1638 (TomWildenhain-Microsoft)
- [WIP] Fix tfhub scripts (enformer, ...) 1637 (xadupre)
- Skip onnx checker for new onnx version for IR3 bug 1636 (TomWildenhain-Microsoft)
- Move check earlier to fix loop in transpose optimizer 1631 (TomWildenhain-Microsoft)
- Add PRelu to Transpose optimizer 1630 (TomWildenhain-Microsoft)
- Fix TFJS conversion for old TFJS models 1629 (TomWildenhain-Microsoft)
- Add conversion of _FusedDepthwiseConv2dNative and Prelu for TFJS 1628 (TomWildenhain-Microsoft)
- Add variable to make it possible to test weekly onnx package 1627 (TomWildenhain-Microsoft)
- Fix tfhub scripts checking discrepencies on resnet 1626 (xadupre)
- Fix tfjs quantized weight parsing for fp16 quant 1625 (TomWildenhain-Microsoft)
- Tests for onnx 1.9.101 1624 (TomWildenhain-Microsoft)
- Add pretrained model tests for tfjs 1622 (TomWildenhain-Microsoft)
- RFFT2D for TFLite 1621 (TomWildenhain-Microsoft)
- Implement fused tfjs ops 1620 (TomWildenhain-Microsoft)
- Tom/fused tfjs ops 1619 (TomWildenhain-Microsoft)
- Trim down regular keras2onnx tests 1618 (TomWildenhain-Microsoft)
- Fix Roll op for negative shifts 1616 (TomWildenhain-Microsoft)
- Add TFJS conversion 1614 (TomWildenhain-Microsoft)
- Work on tfjs support [WIP] 1612 (TomWildenhain-Microsoft)
- Fix nightly build by moving tf2.4.1 to Python3.7 1611 (TomWildenhain-Microsoft)
- Make keras2onnx tests deterministic 1608 (TomWildenhain-Microsoft)
- Make keras2onnx tests use templates 1605 (TomWildenhain-Microsoft)
- fix state in azuredevops 1604 (guschmue)
- Move unit tests from regular to nightly 1602 (TomWildenhain-Microsoft)
- Refactor tflite/tf logic out of tfonnx into tf_utils and tflite_utils 1599 (TomWildenhain-Microsoft)
- Add windows keras2onnx applications tests 1598 (TomWildenhain-Microsoft)
- Fix converter for rfft when fft_length < shape[1], implements fft2d 1596 (xadupre)
- Refactor tfonnx.py 1595 (TomWildenhain-Microsoft)
- Add script to benchmark bert and mobilenet 1594 (xadupre)
- Move keras2onnx unit tests inside tests dir 1591 (TomWildenhain-Microsoft)
- Tom/keras2onnx application tests 1590 (TomWildenhain-Microsoft)