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Add a yolo-v3 example. (#528)

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* Add a couple functions required for yolo.

* Add the yolo-v3 example.

* Add minimum and maximum.

* Use the newly introduced maximum.

* Cuda support for min/max + add some testing.

* Allow for more tests to work with accelerate.

* Fix a typo.
This commit is contained in:
Laurent Mazare
2023-08-20 18:19:37 +01:00
committed by GitHub
parent e3d2786ffb
commit a1812f934f
24 changed files with 1497 additions and 8 deletions
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12
candle-kernels/src/binary.cu
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@ -6,6 +6,8 @@ BINARY_OP(__nv_bfloat16, badd_bf16, x + y)
BINARY_OP(__nv_bfloat16, bdiv_bf16, x / y)
BINARY_OP(__nv_bfloat16, bmul_bf16, x * y)
BINARY_OP(__nv_bfloat16, bsub_bf16, x - y)
BINARY_OP(__nv_bfloat16, bmaximum_bf16, maxg(x, y))
BINARY_OP(__nv_bfloat16, bminimum_bf16, ming(x, y))
BINARY_OP_OUT(__nv_bfloat16, uint8_t, eq_bf16, x == y)
BINARY_OP_OUT(__nv_bfloat16, uint8_t, ne_bf16, x != y)
BINARY_OP_OUT(__nv_bfloat16, uint8_t, lt_bf16, x < y)
@ -19,6 +21,8 @@ BINARY_OP(__half, badd_f16, x + y)
BINARY_OP(__half, bdiv_f16, x / y)
BINARY_OP(__half, bmul_f16, x * y)
BINARY_OP(__half, bsub_f16, x - y)
BINARY_OP(__half, bmaximum_f16, maxg(x, y))
BINARY_OP(__half, bminimum_f16, ming(x, y))
BINARY_OP_OUT(__half, uint8_t, eq_f16, x == y)
BINARY_OP_OUT(__half, uint8_t, ne_f16, x != y)
BINARY_OP_OUT(__half, uint8_t, lt_f16, x < y)
@ -43,6 +47,14 @@ BINARY_OP(float, bsub_f32, x - y)
BINARY_OP(double, bsub_f64, x - y);
BINARY_OP(uint8_t, bsub_u8, x - y);
BINARY_OP(uint32_t, bsub_u32, x - y);
BINARY_OP(float, bminimum_f32, ming(x, y));
BINARY_OP(double, bminimum_f64, ming(x, y));
BINARY_OP(uint8_t, bminimum_u8, ming(x, y));
BINARY_OP(uint32_t, bminimum_u32, ming(x, y));
BINARY_OP(float, bmaximum_f32, maxg(x, y));
BINARY_OP(double, bmaximum_f64, maxg(x, y));
BINARY_OP(uint8_t, bmaximum_u8, maxg(x, y));
BINARY_OP(uint32_t, bmaximum_u32, maxg(x, y));
BINARY_OP_OUT(float, uint8_t, eq_f32, x == y)
BINARY_OP_OUT(double, uint8_t, eq_f64, x == y)