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TorchInductor Update 3: E2E model training with TorchDynamo + Inductor gets 1.67x/2.1x speedup
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3
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3015
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October 11, 2022
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Reducing Framework Overhead with Static Runtime
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4
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2529
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October 4, 2022
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Tracing with Primitives: Update 0
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17
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8666
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September 26, 2022
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NNC walkthrough: how PyTorch ops get fused
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10
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7598
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November 3, 2021
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TorchDynamo Update 8: TorchDynamo passed correctness check on 7k+ github models
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7
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6509
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July 1, 2022
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Python Operator Authoring w/ NNC
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5
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2594
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June 7, 2022
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Tracing with Primitives: Update 1, nvFuser and its Primitives
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0
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6318
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April 25, 2022
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TorchDynamo Update 5: Improved Capture & Bigger Graphs
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4
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4187
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April 14, 2022
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TorchDynamo Update 6: Training support with AOTAutograd
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0
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5779
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March 29, 2022
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Universal binaries for libtorch Mac?
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10
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4019
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March 14, 2022
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Prim::autocast_promote operation?
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4
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1453
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December 31, 2021
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TorchDynamo Update: 1.48x geomean speedup on TorchBench CPU Inference
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0
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5832
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November 12, 2021
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Next Steps for PyTorch Compilers
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9
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10918
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October 21, 2021
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Loop_tool's lazy frontend - Experimenting with symbolic laziness
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0
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963
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October 11, 2021
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torch-MLIR presentation from Google / nod.ai
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1
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1198
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October 8, 2021
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Depthwise conv2d: An NNC Case Study
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0
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1500
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April 7, 2021
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Symbolic Shape Inference
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1
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1612
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March 31, 2021
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Summary of Issues Found in Adapting Models to use TorchScript
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1
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1007
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March 16, 2021
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ExecutionPlan caching in ProfilingGraphExecutorImpl?
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0
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748
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March 3, 2021
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Adapting Models to use TorchScript and Getting them to Produce Fusions
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15
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6766
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February 26, 2021
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Single-op fusion benchmarking
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0
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863
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February 4, 2021
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NNC Per-Operator Benchmarks (on CPU)
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5
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1142
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January 27, 2021
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TorchScript usability
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2
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1961
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January 26, 2021
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Eliminating Framework Overhead by Compiling a Model Directly
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3
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1345
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January 25, 2021
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Understanding TorchScript Type System
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2
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1941
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January 25, 2021
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Perf counters for fun and profit
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0
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1078
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January 23, 2021
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Quick Intro to E-Graphs
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0
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1022
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January 22, 2021
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