Add the Vulkan fp32 export
Browse filesAndroid GPU build of all-MiniLM-L6-v2. 2.4x faster than the XNNPACK build on a Mali-G76 at the published 254 token shape (169.8 ms against 408.4 ms median), bit-identical across 10 executions, cosine 0.9999924 against the CPU reference.
- .gitattributes +1 -0
- vulkan/all_minilm_l6_v2_vulkan_fp32.pte +3 -0
- vulkan/config.json +47 -0
.gitattributes
CHANGED
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@@ -38,3 +38,4 @@ all-MiniLM-L6-v2_xnnpack.pte filter=lfs diff=lfs merge=lfs -text
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xnnpack/all_minilm_l6_v2_xnnpack_fp32.pte filter=lfs diff=lfs merge=lfs -text
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coreml/all_minilm_l6_v2_coreml_fp16.pte filter=lfs diff=lfs merge=lfs -text
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coreml/all_minilm_l6_v2_coreml_fp32.pte filter=lfs diff=lfs merge=lfs -text
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xnnpack/all_minilm_l6_v2_xnnpack_fp32.pte filter=lfs diff=lfs merge=lfs -text
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coreml/all_minilm_l6_v2_coreml_fp16.pte filter=lfs diff=lfs merge=lfs -text
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coreml/all_minilm_l6_v2_coreml_fp32.pte filter=lfs diff=lfs merge=lfs -text
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vulkan/all_minilm_l6_v2_vulkan_fp32.pte filter=lfs diff=lfs merge=lfs -text
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vulkan/all_minilm_l6_v2_vulkan_fp32.pte
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:5885b4d342315c154466e2379575d9ea7683310081319356ddc0659a0075b826
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size 90343684
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vulkan/config.json
ADDED
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@@ -0,0 +1,47 @@
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{
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"$schema": "https://huggingface.co/software-mansion/react-native-executorch-spec/resolve/main/config.schema.json",
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"model": "all_minilm_l6_v2",
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"family": "sbert",
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"capabilities": [
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"text-embedding"
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],
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"backend": "vulkan",
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"license": "apache-2.0",
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"variants": [
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{
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"file": "all_minilm_l6_v2_vulkan_fp32.pte",
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"precision": "fp32",
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"quantized": false,
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"default": true,
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"methods": {
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"forward": {
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"inputs": [
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{
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"shape": [
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1,
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254
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],
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"dtype": "int64"
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| 25 |
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},
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{
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"shape": [
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1,
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254
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],
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"dtype": "int64"
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}
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],
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"outputs": [
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{
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"shape": [
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1,
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384
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],
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"dtype": "float32"
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}
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]
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}
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}
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}
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]
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}
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