# Introduction

The TVM community has worked since the v0.10.0 release to deliver the following 
new exciting improvements!

* Metaschedule
    * Tuning API improvements and anchor-block tuning

* TVMSCript metaprogramming
    * Lots of progress wiht TVMScript, with the introduction of a core parser, 
AST, Evaluator, Source and diagnostics

And many other general improvements to microTVM, code quality, CI, frontends, 
and more! Please visit the full listing of commits for a complete view: 
https://github.com/apache/tvm/compare/v0.10.0...v0.11.0.

## RFCs

These RFCs have been merged in 
[apache/tvm-rfcs](https://github.com/apache/tvm-rfcs) since the last release.

  * [CodeGenAArch64 backend with Scalable Vector Extension (SVE) 
#94](https://github.com/apache/tvm-rfcs/blob/main/rfcs/0094-aarch64-backend-with-sve.md)
 
https://github.com/apache/tvm-rfcs/commit/04b9909d6f8b63524091f12ff5eb964ad490c7b8


## What's Changed

Note that this list is not comprehensive of all PRs and discussions since 
v0.10. Please visit the full listing of commits for a complete view: 
https://github.com/apache/tvm/compare/v0.10.0...v0.11.0.

### Adreno
  * https://github.com/apache/tvm/pull/13573
  * https://github.com/apache/tvm/pull/13393
  * https://github.com/apache/tvm/pull/13153
  * https://github.com/apache/tvm/pull/13100
  * https://github.com/apache/tvm/pull/13117
  * https://github.com/apache/tvm/pull/13253
  * https://github.com/apache/tvm/pull/12833

### AoT
  * https://github.com/apache/tvm/pull/13250
  * https://github.com/apache/tvm/pull/13095
  * https://github.com/apache/tvm/pull/13046

### Arith
  * https://github.com/apache/tvm/pull/13041
  * https://github.com/apache/tvm/pull/12972

### arm
  * https://github.com/apache/tvm/pull/13417

### AutoTVM
  * https://github.com/apache/tvm/pull/12545

### Build
  * https://github.com/apache/tvm/pull/12839

### CI
  * https://github.com/apache/tvm/pull/13570
  * https://github.com/apache/tvm/pull/13300
  * https://github.com/apache/tvm/pull/13283
  * https://github.com/apache/tvm/pull/13335
  * https://github.com/apache/tvm/pull/13368
  * https://github.com/apache/tvm/pull/12915
  * https://github.com/apache/tvm/pull/13142
  * https://github.com/apache/tvm/pull/13058
  * https://github.com/apache/tvm/pull/12983
  * https://github.com/apache/tvm/pull/13590
  * https://github.com/apache/tvm/pull/13572
  * https://github.com/apache/tvm/pull/13505

### CL
  * https://github.com/apache/tvm/pull/13488

### CMSIS-NN
  * https://github.com/apache/tvm/pull/12950
  * https://github.com/apache/tvm/pull/13484

### DNNL
  * https://github.com/apache/tvm/pull/12787

### Docker
  * https://github.com/apache/tvm/pull/13342

### Docs
  * https://github.com/apache/tvm/pull/13188

### Ethos-N
  * https://github.com/apache/tvm/pull/13159
  * https://github.com/apache/tvm/pull/13022
  * https://github.com/apache/tvm/pull/13092
  * https://github.com/apache/tvm/pull/12970
  * https://github.com/apache/tvm/pull/12887

### Frontend
  * https://github.com/apache/tvm/pull/12042

### Hexagon
  * https://github.com/apache/tvm/pull/13256
  * https://github.com/apache/tvm/pull/13352
  * https://github.com/apache/tvm/pull/13381
  * https://github.com/apache/tvm/pull/13271
  * https://github.com/apache/tvm/pull/13233
  * https://github.com/apache/tvm/pull/13180
  * https://github.com/apache/tvm/pull/13110
  * https://github.com/apache/tvm/pull/13161
  * https://github.com/apache/tvm/pull/12971
  * https://github.com/apache/tvm/pull/13162
  * https://github.com/apache/tvm/pull/13135
  * https://github.com/apache/tvm/pull/13107
  * https://github.com/apache/tvm/pull/13005
  * https://github.com/apache/tvm/pull/13037
  * https://github.com/apache/tvm/pull/12981
  * https://github.com/apache/tvm/pull/12954
  * https://github.com/apache/tvm/pull/12911
  * https://github.com/apache/tvm/pull/12854
  * https://github.com/apache/tvm/pull/12669
  * https://github.com/apache/tvm/pull/13336
  * https://github.com/apache/tvm/pull/13197
  * https://github.com/apache/tvm/pull/13538
  * https://github.com/apache/tvm/pull/13416
  * https://github.com/apache/tvm/pull/13072
  * https://github.com/apache/tvm/pull/13181
  * https://github.com/apache/tvm/pull/13111
  * https://github.com/apache/tvm/pull/12398
  * https://github.com/apache/tvm/pull/13028
  * https://github.com/apache/tvm/pull/12947
  * https://github.com/apache/tvm/pull/12826
  * https://github.com/apache/tvm/pull/12820
  * https://github.com/apache/tvm/pull/12141
  * https://github.com/apache/tvm/pull/13557
  * https://github.com/apache/tvm/pull/12999
  * https://github.com/apache/tvm/pull/12919
  * https://github.com/apache/tvm/pull/12918

### LLVM
  * https://github.com/apache/tvm/pull/12877
  * https://github.com/apache/tvm/pull/13515

### MetaSchedule
  * https://github.com/apache/tvm/pull/13535
  * https://github.com/apache/tvm/pull/13459
  * https://github.com/apache/tvm/pull/13421
  * https://github.com/apache/tvm/pull/13384
  * https://github.com/apache/tvm/pull/13334
  * https://github.com/apache/tvm/pull/12948
  * https://github.com/apache/tvm/pull/13329
  * https://github.com/apache/tvm/pull/13195
  * https://github.com/apache/tvm/pull/13255
  * https://github.com/apache/tvm/pull/13206
  * https://github.com/apache/tvm/pull/13091
  * https://github.com/apache/tvm/pull/13050
  * https://github.com/apache/tvm/pull/12991
  * https://github.com/apache/tvm/pull/12895
  * https://github.com/apache/tvm/pull/12936
  * https://github.com/apache/tvm/pull/12914
  * https://github.com/apache/tvm/pull/13561
  * https://github.com/apache/tvm/pull/13453
  * https://github.com/apache/tvm/pull/13399
  * https://github.com/apache/tvm/pull/13383
  * https://github.com/apache/tvm/pull/13246
  * https://github.com/apache/tvm/pull/13052
  * https://github.com/apache/tvm/pull/13006
  * https://github.com/apache/tvm/pull/12866

### microNPU
  * https://github.com/apache/tvm/pull/13394
  * https://github.com/apache/tvm/pull/13281

### microTVM
  * https://github.com/apache/tvm/pull/13242
  * https://github.com/apache/tvm/pull/13051
  * https://github.com/apache/tvm/pull/12969
  * https://github.com/apache/tvm/pull/12818
  * https://github.com/apache/tvm/pull/12856
  * https://github.com/apache/tvm/pull/12495
  * https://github.com/apache/tvm/pull/12789
  * https://github.com/apache/tvm/pull/13518
  * https://github.com/apache/tvm/pull/13377
  * https://github.com/apache/tvm/pull/13324

### Misc
  * https://github.com/apache/tvm/pull/13522
  * https://github.com/apache/tvm/pull/13578
  * https://github.com/apache/tvm/pull/13339
  * https://github.com/apache/tvm/pull/13536
  * https://github.com/apache/tvm/pull/13121
  * https://github.com/apache/tvm/pull/12980
  * https://github.com/apache/tvm/pull/13001
  * https://github.com/apache/tvm/pull/13285
  * https://github.com/apache/tvm/pull/12880
  * https://github.com/apache/tvm/pull/11358

### ONNX
  * https://github.com/apache/tvm/pull/13119
  * https://github.com/apache/tvm/pull/13322

### OpenCL
  * https://github.com/apache/tvm/pull/13362
  * https://github.com/apache/tvm/pull/13563
  * https://github.com/apache/tvm/pull/13408

### Relay
  * https://github.com/apache/tvm/pull/13597
  * https://github.com/apache/tvm/pull/13343
  * https://github.com/apache/tvm/pull/13275
  * https://github.com/apache/tvm/pull/13236
  * https://github.com/apache/tvm/pull/13182
  * https://github.com/apache/tvm/pull/12886
  * https://github.com/apache/tvm/pull/13213
  * https://github.com/apache/tvm/pull/13080
  * https://github.com/apache/tvm/pull/13361

### roofline
  * https://github.com/apache/tvm/pull/13003
  * https://github.com/apache/tvm/pull/13419

### RPC
  * https://github.com/apache/tvm/pull/13420

### Runtime
  * https://github.com/apache/tvm/pull/13426
  * https://github.com/apache/tvm/pull/13177

### Target
  * https://github.com/apache/tvm/pull/12455
  * https://github.com/apache/tvm/pull/12454
  * https://github.com/apache/tvm/pull/12509

### TIR
  * https://github.com/apache/tvm/pull/13579
  * https://github.com/apache/tvm/pull/13299
  * https://github.com/apache/tvm/pull/13327
  * https://github.com/apache/tvm/pull/10940
  * https://github.com/apache/tvm/pull/13358
  * https://github.com/apache/tvm/pull/13301
  * https://github.com/apache/tvm/pull/13338
  * https://github.com/apache/tvm/pull/13194
  * https://github.com/apache/tvm/pull/13085
  * https://github.com/apache/tvm/pull/13069
  * https://github.com/apache/tvm/pull/13049
  * https://github.com/apache/tvm/pull/12794
  * https://github.com/apache/tvm/pull/12757
  * https://github.com/apache/tvm/pull/13565
  * https://github.com/apache/tvm/pull/13292
  * https://github.com/apache/tvm/pull/12949
  * https://github.com/apache/tvm/pull/12937
  * https://github.com/apache/tvm/pull/13510
  * https://github.com/apache/tvm/pull/13349
  * https://github.com/apache/tvm/pull/13217
  * https://github.com/apache/tvm/pull/13130
  * https://github.com/apache/tvm/pull/13326
  * https://github.com/apache/tvm/pull/13024
  * https://github.com/apache/tvm/pull/13033
  * https://github.com/apache/tvm/pull/13023
  * https://github.com/apache/tvm/pull/13129
  * https://github.com/apache/tvm/pull/13192
  * https://github.com/apache/tvm/pull/12939
  * https://github.com/apache/tvm/pull/12920
  * https://github.com/apache/tvm/pull/12863
  * https://github.com/apache/tvm/pull/12974
  * https://github.com/apache/tvm/pull/12916
  * https://github.com/apache/tvm/pull/13560
  * https://github.com/apache/tvm/pull/13345
  * https://github.com/apache/tvm/pull/12891
  * https://github.com/apache/tvm/pull/12766

### TOPI
  * https://github.com/apache/tvm/pull/12913
  * https://github.com/apache/tvm/pull/12864
  * https://github.com/apache/tvm/pull/13423
  * https://github.com/apache/tvm/pull/12865
  * https://github.com/apache/tvm/pull/13282
  * https://github.com/apache/tvm/pull/12499

### Torch
  * https://github.com/apache/tvm/pull/12318
  * https://github.com/apache/tvm/pull/12871

### TVMC
  * https://github.com/apache/tvm/pull/13309

### TVMScript
  * https://github.com/apache/tvm/pull/13438
  * https://github.com/apache/tvm/pull/12496
  * https://github.com/apache/tvm/pull/13190
  * https://github.com/apache/tvm/pull/13176
  * https://github.com/apache/tvm/pull/13088
  * https://github.com/apache/tvm/pull/12978
  * https://github.com/apache/tvm/pull/12900
  * https://github.com/apache/tvm/pull/12890


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