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cmdr2 cdaee8b4bd Support pure float16 add/sub/mul/div operations in the CUDA (and CPU) backend (ggml/1121) 
* Support float16-to-float16 add/sub/mul/div operations in the CUDA backend

* Add fp16 support for add/sub/mul/div on the CPU backend

* Add test cases for fp16 add/sub/mul/div
 		2025-02-27 08:55:36 +02:00
..
template-instances CUDA: optimize FA for GQA + large batches (llama/12014) 2025-02-27 08:55:36 +02:00
vendors CUDA/HIP: add support for selectable warp size to mmv (llama/11519) 2025-02-03 22:00:57 +02:00
CMakeLists.txt CUDA: app option to compile without FlashAttention (llama/12025) 2025-02-27 08:55:36 +02:00
acc.cu whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
acc.cuh whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
arange.cu whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
arange.cuh whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
argmax.cu cuda : optimize argmax (llama/10441) 2024-12-08 20:14:35 +02:00
argmax.cuh ggml/ex: calculate accuracy in graph, adapt MNIST (ggml/980) 2024-10-05 15:23:51 +03:00
argsort.cu ggml : reduce hash table reset cost (llama/8698) 2024-08-08 22:48:46 +03:00
argsort.cuh whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
binbcast.cu Support pure float16 add/sub/mul/div operations in the CUDA (and CPU) backend (ggml/1121) 2025-02-27 08:55:36 +02:00
binbcast.cuh ggml/examples: add backend support for numerical optimization (ggml/949) 2024-09-24 19:45:08 +03:00
clamp.cu whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
clamp.cuh whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
common.cuh CUDA: app option to compile without FlashAttention (llama/12025) 2025-02-27 08:55:36 +02:00
concat.cu fix: add missing msg in static_assert (llama/11143) 2025-01-14 10:38:01 +02:00
concat.cuh whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
conv-transpose-1d.cu feat: cuda implementation for `ggml_conv_transpose_1d` (ggml/854) 2024-07-08 14:53:55 +03:00
conv-transpose-1d.cuh feat: cuda implementation for `ggml_conv_transpose_1d` (ggml/854) 2024-07-08 14:53:55 +03:00
convert.cu CUDA: use arch list for compatibility check (llama/11775) 2025-02-27 08:55:36 +02:00
convert.cuh whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
count-equal.cu ggml: fix zero division in ‘dne’ calculation in CUDA COUNT_EQUAL operator when ‘ne’ is small (#10213) 2024-11-15 15:21:04 +02:00
count-equal.cuh ggml/ex: calculate accuracy in graph, adapt MNIST (ggml/980) 2024-10-05 15:23:51 +03:00
cp-async.cuh CUDA: optimize FA for GQA + large batches (llama/12014) 2025-02-27 08:55:36 +02:00
cpy.cu cuda: Add Q5_1, Q5_0, Q4_1 and Q4_0 to F32 conversion support. (llama/12000) 2025-02-27 08:55:36 +02:00
cpy.cuh increase cuda_cpy block size (ggml/996) 2024-11-01 10:19:05 +02:00
cross-entropy-loss.cu MUSA: support ARM64 and enable dp4a .etc (llama/11843) 2025-02-27 08:55:36 +02:00
cross-entropy-loss.cuh ggml/examples: add backend support for numerical optimization (ggml/949) 2024-09-24 19:45:08 +03:00
dequantize.cuh whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
diagmask.cu whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
diagmask.cuh whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
fattn-common.cuh CUDA: optimize FA for GQA + large batches (llama/12014) 2025-02-27 08:55:36 +02:00
fattn-mma-f16.cuh CUDA: app option to compile without FlashAttention (llama/12025) 2025-02-27 08:55:36 +02:00
fattn-tile-f16.cu CUDA: app option to compile without FlashAttention (llama/12025) 2025-02-27 08:55:36 +02:00
fattn-tile-f16.cuh whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
fattn-tile-f32.cu CUDA: app option to compile without FlashAttention (llama/12025) 2025-02-27 08:55:36 +02:00
fattn-tile-f32.cuh whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
fattn-vec-f16.cuh CUDA: app option to compile without FlashAttention (llama/12025) 2025-02-27 08:55:36 +02:00
fattn-vec-f32.cuh CUDA: app option to compile without FlashAttention (llama/12025) 2025-02-27 08:55:36 +02:00
fattn-wmma-f16.cu CUDA: app option to compile without FlashAttention (llama/12025) 2025-02-27 08:55:36 +02:00
fattn-wmma-f16.cuh CUDA: use mma PTX instructions for FlashAttention (llama/11583) 2025-02-03 22:00:57 +02:00
fattn.cu CUDA: optimize FA for GQA + large batches (llama/12014) 2025-02-27 08:55:36 +02:00
fattn.cuh whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
getrows.cu CUDA: backwards pass for misc. ops, add tests (llama/11257) 2025-02-03 22:00:57 +02:00
getrows.cuh CUDA: backwards pass for misc. ops, add tests (llama/11257) 2025-02-03 22:00:57 +02:00
ggml-cuda.cu CUDA: app option to compile without FlashAttention (llama/12025) 2025-02-27 08:55:36 +02:00
gla.cu llama: add support for QRWKV6 model architecture (llama/11001) 2025-01-14 10:38:01 +02:00
gla.cuh llama: add support for QRWKV6 model architecture (llama/11001) 2025-01-14 10:38:01 +02:00
im2col.cu CUDA: fix 1D im2col, add tests (ggml/993) 2024-11-01 10:19:05 +02:00
im2col.cuh whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
mma.cuh CUDA: optimize FA for GQA + large batches (llama/12014) 2025-02-27 08:55:36 +02:00
mmq.cu HIP: Remove GCN from list of devices that avoid MMQ (llama/11831) 2025-02-27 08:55:36 +02:00
mmq.cuh CUDA: use async data loading for FlashAttention (llama/11894) 2025-02-27 08:55:36 +02:00
mmv.cu CUDA: support for mat. mul. with ne03 != ne13 (llama/11656) 2025-02-27 08:55:36 +02:00
mmv.cuh CUDA: remove DMMV, consolidate F16 mult mat vec (llama/10318) 2024-11-20 21:00:08 +02:00
mmvq.cu rocBLAS: Avoid fp32->fp16->fp32 conversion on cdna (llama/11356) 2025-02-03 22:00:57 +02:00
mmvq.cuh whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
norm.cu CUDA: non-contiguous (RMS) norm support (llama/11659) 2025-02-27 08:55:36 +02:00
norm.cuh CUDA: backwards pass for misc. ops, add tests (llama/11257) 2025-02-03 22:00:57 +02:00
opt-step-adamw.cu ggml: new optimization interface (ggml/988) 2024-11-20 21:00:08 +02:00
opt-step-adamw.cuh ggml/examples: add backend support for numerical optimization (ggml/949) 2024-09-24 19:45:08 +03:00
out-prod.cu CPU/CUDA: fix (GQA) mul mat back, add CUDA support (llama/11380) 2025-02-03 22:00:57 +02:00
out-prod.cuh ggml/examples: add backend support for numerical optimization (ggml/949) 2024-09-24 19:45:08 +03:00
pad.cu whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
pad.cuh whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
pool2d.cu whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
pool2d.cuh whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
quantize.cu cuda : optimize argmax (llama/10441) 2024-12-08 20:14:35 +02:00
quantize.cuh CUDA: optimize and refactor MMQ (llama/8416) 2024-08-08 22:48:46 +03:00
rope.cu CUDA: backwards pass for misc. ops, add tests (llama/11257) 2025-02-03 22:00:57 +02:00
rope.cuh RoPE: fix back, CUDA support for back + noncont. (llama/11240) 2025-02-03 22:00:57 +02:00
scale.cu whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
scale.cuh whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
softmax.cu HIP: fix flash_attn_stream_k_fixup warning (llama/11604) 2025-02-03 22:00:57 +02:00
softmax.cuh CUDA: backwards pass for misc. ops, add tests (llama/11257) 2025-02-03 22:00:57 +02:00
sum.cu CUDA: fix CUDART_VERSION checks (llama/11821) 2025-02-27 08:55:36 +02:00
sum.cuh tests: add gradient tests for all backends (ggml/932) 2024-09-24 19:45:08 +03:00
sumrows.cu feat: ref. cross entropy, add CUDA, fix grad test (ggml/929) 2024-08-28 13:22:20 +03:00
sumrows.cuh feat: ref. cross entropy, add CUDA, fix grad test (ggml/929) 2024-08-28 13:22:20 +03:00
tsembd.cu whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
tsembd.cuh whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
unary.cu CUDA: backwards pass for misc. ops, add tests (llama/11257) 2025-02-03 22:00:57 +02:00
unary.cuh CUDA: backwards pass for misc. ops, add tests (llama/11257) 2025-02-03 22:00:57 +02:00
upscale.cu whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
upscale.cuh whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
vecdotq.cuh CUDA: MMQ code deduplication + iquant support (llama/8495) 2024-08-08 22:48:46 +03:00
wkv6.cu llama: add support for QRWKV6 model architecture (llama/11001) 2025-01-14 10:38:01 +02:00
wkv6.cuh Optimize RWKV6 Operator Naming and Implement Multi-core CPU/ SYCL Acceleration (llama/10133) 2024-11-15 15:21:04 +02:00