v0.2.1

🎉 Features

• Add 8-bit quantization support to kernels (#327) @Tombana
• Support reading and writing bitpacked activations in C++ kernels. (#305) @AdamHillier
• Support weight scaling in converter (#326) @lgeiger
• Add ImageNet evaluation tool from TFLite (#313) @AdamHillier
• Add reference implementation of binary convolution. (#314) @arashb

📖 Documentation

• Add new benchmark numbers (#339) @Tombana
• Fix broken links (#335) @lgeiger
• Fix typo (#334) @lgeiger
• Correct top-1 accuracies according to #315 (#319) @lgeiger
• Correct model accuracies (#315) @lgeiger
• Fix docs link in contributing guide (#299) @lgeiger

👷‍♂️ Internal Improvements

• Fix GTEST_FILTER on CI (#338) @Tombana
• Add bitpack order argument to packbits_tensor (#337) @Tombana
• Remove bitpacking dynamic memory allocations (#336) @Tombana
• AArch64 BMLA: Use pairwise addition to accumulate popcount results (#332) @lgeiger
• Simplify ARM compiler build files (#330) @lgeiger
• Consistently use bazel test and --test_output=all on CI (#329) @lgeiger
• Run AAR test outside the custom op container (#322) @lgeiger
• Switch CI testing from mac to linux (#321) @lgeiger
• fix dependency for ref. bconv (#320) @arashb
• set bazel as default builder for android AAR (#318) @arashb
• fix the header guard for packbit utils (#312) @arashb
• Add MLIR status handler to log converter errors (#310) @lgeiger
• Consolidate four vector register loads into one instruction. (#308) @AdamHillier
• add header guard for bconv impl (#304) @arashb
• Fix typos and standardise std::namespace usage. (#303) @AdamHillier
• Support a dynamic bitpacking bitwidth. (#302) @AdamHillier
• Don't use cache if authentication fails (#301) @lgeiger
• Consolidate MLIR and End2End tests (#298) @lgeiger