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🔧 From PyTorch to Shipping local AI on Android


Nachrichtenbereich: 🔧 Programmierung
🔗 Quelle: dev.to

On-device AI offers many advantages for Android apps; enabling low-latency interactions, offline functionality and total privacy to name a few. But running AI on local devices is far harder than... [Weiterlesen]

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💾 trunk/46931e0e655d691efc0bf431ab0fe920e7db871a: Remove plain asserts in torch/_dynamo/source.py (#182171)


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💾 ciflow/trunk/182326: Update on "Add tearDown checks for torch function state leaks"


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💾 trunk/873eaeb74249197dc7de29303aed4fcf47823949: [BE] Build all CUDA wheels per (arch, cuda) on a single runner (#184045)


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💾 trunk/33004619eb042c0a6b85db3e2e17a6409b89219d: [DTensor] Use explicit hints for unbacked sharding (#183545)


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💾 trunk/419b2d0b867ae2c6481a0f87c1e99e02ea4b3dc0: Remove plain asserts in torch/_dynamo/compiled_autograd.py (#182164)


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💾 ciflow/torchtitan/186020: Reintroduce ptxas bundling for CUDA 13.0 binaries


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💾 trunk/55811c3e7b01509262d4e7862c15eb17b439ceae: [ATen][FakeTensor] Handle unbacked dims in folded matmul (#183397)


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💾 trunk/826ab493be5714d267a00badb3773e0d9b78e00f: [Dynamo] Remove has_unpack_var_sequence (#185153)


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💾 trunk/12bca9da60b36ba38935e1305bd266bdaf1f5d1e: Run EC2 and OSDC in parallel on trunk via ciflow tag pushes (#183482)


📈 242.2 Punkte
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💾 trunk/151e7e0cbb86bb29c72bc5b116670ed3221cb5e5: [inductor] Support InductorBenchmarker for non-CUDA device (#184567)


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💾 trunk/98b772f8ab86176b8e0b572d88f4e09510c1b587: [Inductor] Handle hinted and fallback unbacked symbols (#183840)


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💾 trunk/421abac1a6353b99c40bc4bdb69ffb028f098df9: Revert XPU device-wide synchronization (#187306)


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💾 trunk/646f5c9c27d4293b87fbef024c59209f26c4e4b6: Fix Dynamo defaultdict shallow copy (copy.copy / __copy__) (#186758)


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💾 viable/strict/1781106114: [TESTING] Append rules to sample skips and xfails (#185905)


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💾 viable/strict/1780616745: [inductor] Fix module exhaustion during exhaustive tuning (#184285)


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💾 trunk/108ac9f904a0b4a7fa837f27bff6ae80465080b4: [typing] Fix return type annotations for various functions (#170396)


📈 208.56 Punkte
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💾 trunk/9954ca57923e230e51901bf08265f69c47969702: Remove plain asserts in torch/_dynamo/ (more top level files) (#182162)


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💾 trunk/eaa777900b14e1aa6ffc1959cbcdb055d5de3e75: Update third_party/kineto submodule to 7739225 (#182973)


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💾 viable/strict/1780178955: Use SVE `exp_u20`/`fexp_u20` for SVE128 (#184341)


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💾 viable/strict/1780614985: Build torch._C extension module and version.py via CMake (#180243)


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🔧 Terkuak! Pertarungan Sengit TensorFlow vs PyTorch: Siapa Sebenarnya Raja AI yang Wajib Anda Kuasai?


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💾 trunk/9c77ff51b6b2a30dc0964289e54c55b3f1bcdf13: Fix functional accumulate_grad state modeling (#184082)


📈 181.65 Punkte
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